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Pratt School of Engineering
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Publications of Nimmi Ramanujam    :chronological  alphabetical  combined listing:

%% Books   
@book{fds195293,
   Title = {Handbook of Biomedical Optics},
   Publisher = {CRC Press},
   Editor = {Boas DA and Pitris C and Ramanujam N.},
   Year = {2011},
   Key = {fds195293}
}


%% Book Chapters   
@misc{fds215733,
   Author = {Vishwanath K and Palmer GM and Brown JQ and Ramanujam
             N},
   Title = {Non-invasive and quantitative sensing of tumor physiology
             and function via steady-state diffuse optical
             spectroscopy},
   Booktitle = {Biosensors and Biodetection Technologies for Cancer
             Detection, Diagnostics and Research},
   Year = {2012},
   Key = {fds215733}
}

@misc{fds194862,
   Author = {Ramanujam N and Vishwanath K and Palmer GM and Brown
             JQ},
   Title = {Non-invasive and quantitative sensing of tumor physiology
             and function via steady-state diffuse optical
             spectroscopy},
   Series = {in Biosensors and biodetection technologies for cancer
             detection, diagnostics and research},
   Publisher = {CRC Press},
   Editor = {Rasooly, A. and Herold, K.},
   Year = {2011},
   Key = {fds194862}
}

@misc{fds194863,
   Author = {Brown JQ and Vishwanath K and Chang TVC and Ramanujam
             N},
   Title = {Clinical Applications of UV-VIS Optical Spectroscopy in
             Cervix, Head and Neck, and Breast Cancer},
   Pages = {239-285},
   Booktitle = {In Vivo Clinical Imaging and Diagnosis},
   Editor = {J. Tunnell},
   Year = {2011},
   Key = {fds194863}
}

@misc{fds169271,
   Author = {Brown JQ and Bydlon TM and Richards LM and Yu B and Kennedy SA and Wilke
             LG, Geradts J and Junker M and Gallagher J and Ramanujam
             N},
   Title = {Optical assessment of tumor resection margins in the
             breast},
   Volume = {20},
   Pages = {119-131},
   Booktitle = {IEEE Journal of Selected Topics on Quantum
             Electronics},
   Year = {2010},
   Key = {fds169271}
}

@misc{fds169270,
   Author = {Skala MC and Ramanujam N.},
   Title = {Multiphoton Redox Ratio Imaging for Metabolic Monitoring in
             vivo},
   Volume = {594},
   Pages = {155-162},
   Booktitle = {Advanced Protocols in Oxidative Stress},
   Editor = {Ed. Don Armstrong},
   Year = {2010},
   Key = {fds169270}
}

@misc{fds169269,
   Author = {Brown JQ and Vishwanath K and Palmer GM and Ramanujam
             N.},
   Title = {Advances in quantitative UV-visible spectroscopy for
             clinical and pre-clinical application in
             cancer},
   Volume = {20},
   Pages = {119-131},
   Booktitle = {Current Opinion in Biotechnology},
   Year = {2009},
   Key = {fds169269}
}

@misc{fds71331,
   Author = {Palmer GM and Ramanujam N},
   Title = {Diagnosis of breast cancer using optical
             spectroscopy},
   Volume = {18},
   Number = {3},
   Pages = {233-48},
   Booktitle = {Medical Laser Applications},
   Year = {2003},
   Key = {fds71331}
}

@misc{fds71330,
   Author = {Gill EM and Palmer GM and Ramanujam N},
   Title = {Steady-state fluorescence imaging of Neoplasia},
   Volume = {361},
   Pages = {452-481},
   Booktitle = {Methods in Enzymology},
   Publisher = {Academic Press},
   Year = {2003},
   Key = {fds71330}
}

@misc{fds71328,
   Author = {Ramanujam N},
   Title = {Fluorescence spectroscopy of neoplastic and non-neoplastic
             tissues},
   Booktitle = {Neoplasia},
   Year = {2000},
   Key = {fds71328}
}

@misc{fds71329,
   Author = {Ramanujam N},
   Title = {Fluorescence Spectroscopy In Vivo},
   Pages = {20-56},
   Booktitle = {Encyclopedia of Analytical Chemistry},
   Publisher = {ohn Wiley & Sons},
   Year = {2000},
   Key = {fds71329}
}

@misc{fds71327,
   Author = {Ramanujam N and Boas DA and Li Y},
   Title = {Laser spectroscopy and imaging for characterization of
             tissue, In: Lasers in Surface Engineering},
   Booktitle = {ASM International Materials Park OH, 523-594},
   Year = {1998},
   Key = {fds71327}
}

@misc{fds71326,
   Author = {Ramanujam N and Mitchell MF and Mahadevan A and Thomsen S and Silva E and Richards-Kortum RR},
   Title = {Fluorescence spectroscopy: a diagnostic tool for Cervical
             Intraepithelial Neoplasia, In: Female Genital
             Tract},
   Booktitle = {Stoler MH (Eds.) Mosby-Year Book},
   Year = {1995},
   Key = {fds71326}
}


%% Papers Published   
@article{fds217444,
   Author = {Lo JY and Brown JQ and Dhar S and Yu B and Jokerst NM and Ramanujam
             N},
   Title = {Wavelength optimization for quantitative spectral imaging of
             breast tumor margins},
   Journal = {PLoS ONE},
   Year = {2013},
   Month = {April},
   Key = {fds217444}
}

@article{fds217443,
   Author = {Zhong J and Rajaram N and Brizel DM and Frees AE and Ramanujam N and Batinic-Haberle I and Dewhirst MW},
   Title = {Radiation induces aerobic glycolysis through reactive oxygen
             species},
   Journal = {Radiotherapy and Oncology},
   Year = {2013},
   Month = {March},
   Key = {fds217443}
}

@article{fds217610,
   Author = {Fu H and Mueller J and Javid M and Mito J and Kirsch D and Ramanujam N and Brown Q},
   Title = {Optimization of a Widefield Structured Illumination
             Microscope for Non-Destructive Assessment and Quantification
             of Nuclear Features in Tumor Margins of a Primary Mouse
             Model of Sarcoma},
   Journal = {PLoS one},
   Year = {2013},
   Key = {fds217610}
}

@article{fds217445,
   Author = {Mueller J and Harmany Z and Mito K and Kennedy S and Kim Y and Dodd L and Geradts J and Kirsch D and Willett R and Brown Q and Ramanujam
             N},
   Title = {Quantitative segmentation of fluorescence microscopy images
             of heterogeneous tissue: Application to the detection of
             residual disease in tumor margins},
   Year = {2013},
   Key = {fds217445}
}

@article{fds217442,
   Author = {Brown JQ and Ramanujam N},
   Title = {Leveraging tissue composition and micro-morpholoy or breast
             tumor margin assessment via quantitative diffuse optical
             spectral imaging},
   Journal = {PLoS ONE},
   Year = {2013},
   Key = {fds217442}
}

@article{fds215734,
   Author = {Liu C and Rajaram N and Vishwanath K and Jiang T and Palmer G and N.
             Ramanujam},
   Title = {Experimental Validation of an Inverse Fluorescence Monte
             Carlo Model to Extract Concentrations of Metabolically
             Relevant Fluorophores from Turbid Phantoms and a Murine
             Tumor Model},
   Journal = {Journal of Biomedical Optics},
   Year = {2012},
   Key = {fds215734}
}

@article{fds215735,
   Author = {Dhar S and Lo JY and Palmer GM and Brooke MA and Nichols BS and Yu B and Ramanujam N and Jokerst NM},
   Title = {A diffuse reflectance spectral imaging system for tumor
             margin assessment using custom annular photodiode
             arrays},
   Journal = {Biomedical Optics Express},
   Volume = {3},
   Number = {12},
   Pages = {3211-3222},
   Year = {2012},
   Key = {fds215735}
}

@article{fds215736,
   Author = {Bydlon TM and Barry WT and Kennedy SA and Brown JQ and Gallagher JE and Ramanujam N},
   Title = {Advancing Optical Imaging for Breast Margin Assessment: An
             Analysis of Excisional Time, Cautery, and Patent Blue Dye on
             Underlying Sources of Contrast},
   Journal = {PLoS ONE},
   Year = {2012},
   Key = {fds215736}
}

@article{fds215737,
   Author = {Yu B and Shah A and Wang B and Rajaram N and Wang Q and Ramanujam N and Palmer
             GM, Dewhirst MW},
   Title = {Measuring tumor cycling hypoxia and angiogenesis using a
             side-firing fiber optic probe},
   Journal = {Journal of Biophotonics},
   Year = {2012},
   Key = {fds215737}
}

@article{fds195265,
   Author = {Vishwanath K and Chang K and Klein D and Chang V and Deng YF and Phelps JE and Ramanujam N},
   Title = {Portable Fiber Based Diffuse Reflectance Spectroscopy
             Systems for Estimating Tissue Optical Parameters},
   Journal = {Applied Spectroscopy},
   Volume = {65},
   Number = {2},
   Pages = {011010-12},
   Year = {2011},
   Key = {fds195265}
}

@article{fds195266,
   Author = {Beumer, W.H. and Vishwanath, K. and Puscas, L. and Afshari, H. and Ramanujam, N. and Lee, W},
   Title = {Detection of Squamous Cell Carcinoma and corresponding
             biomarkers using optical spectroscopy},
   Journal = {Otolaryngology Head and Neck Surgery},
   Volume = {144},
   Number = {3},
   Pages = {390-394},
   Year = {2011},
   Key = {fds195266}
}

@article{fds195268,
   Author = {Lo JY and Yu B and Kuech TF and Ramanujam N},
   Title = {A compact, cost-effective diffuse reflectance spectroscopic
             imaging system for quantitative tissue absorption and
             scattering},
   Journal = {Proc. of SPIE, Vol. 7890, San Francisco,
             CA.},
   Year = {2011},
   Key = {fds195268}
}

@article{fds195270,
   Author = {Yu B and Fu HL and Ramanujam N},
   Title = {Instrument-Independent Diffuse Reflectance
             Spectroscopy},
   Journal = {JBO},
   Volume = {16},
   Number = {1},
   Pages = {011010},
   Year = {2011},
   Key = {fds195270}
}

@article{fds195271,
   Author = {Chang VTC and Merisier D and Yu B and Walmer DK and Ramanujam
             N},
   Title = {Towards a field-compatible optical Spectroscopic device for
             cervical cancer screening in resource-limited settings:
             effects of calibration and pressure},
   Journal = {Optics Express, in press},
   Year = {2011},
   Key = {fds195271}
}

@article{fds195256,
   Author = {Millon SR and Ostrander JH and Brown JQ and Rajeha AM and Seewaldt VL and Ramanujam N},
   Title = {Uptake of 2-NBDG as a method to monitor therapy response in
             breast cancer cell lines},
   Journal = {Breast Cancer Research and Treatment},
   Volume = {126},
   Number = {1},
   Pages = {55-62},
   Year = {2011},
   Key = {fds195256}
}

@article{fds190023,
   Author = {J.H. Ostrander and C.M. McMahon and S. Lem and S.R. Millon and V.L.
             Seewaldt, N. Ramanujam},
   Title = {The Optical Redox Ratio Differentiates Breast Cancer Cell
             Lines Based on Receptor Status},
   Journal = {Cancer Research},
   Volume = {70},
   Number = {11},
   Pages = {4759-4766},
   Year = {2010},
   Key = {fds190023}
}

@article{fds195252,
   Author = {Bydlon TM and Kennedy SA and Richards LM and Brown JQ and Yu B and Junker
             MS, Gallagher J and Geradts J and Wilke LG and Ramanujam
             N},
   Title = {Performance metrics of an optical spectral imaging system
             for intra-operative assessment of breast tumor
             margins},
   Journal = {Optics Express},
   Volume = {19},
   Number = {8},
   Pages = {8058-8076},
   Year = {2010},
   Key = {fds195252}
}

@article{fds195253,
   Author = {Chang VTC and Bean SM and Cartwright PS and Ramanujam
             N},
   Title = {CD34 Immunohistochemical Validation of Increased Hemoglobin
             through Optical Spectroscopy in the Precancerous
             Cervix},
   Journal = {JBO},
   Volume = {15},
   Number = {5},
   Year = {2010},
   Key = {fds195253}
}

@article{fds195254,
   Author = {Fu HL and Yu B and Lo JY and Palmer GM and Kuech TF and Ramanujam
             N},
   Title = {A Cost-Effective, Portable, and Quantitative Spectral
             Imaging System for Application to Biological
             Tissues},
   Journal = {Optics Express},
   Volume = {18},
   Number = {12},
   Pages = {12630-12645},
   Year = {2010},
   Key = {fds195254}
}

@article{fds195257,
   Author = {Gill EM and Straseki JA and Rasmussen CA and Liliensiek SJ and Eliceiri
             KW, Ramanujam N},
   Title = {Visualization of morphological and molecular features
             associated with chronic ischemia in bioengineered human
             skin},
   Journal = {Microsc Microanal},
   Volume = {16},
   Number = {2},
   Pages = {117-131},
   Year = {2010},
   Key = {fds195257}
}

@article{fds195258,
   Author = {Phelps JE and Vishwanath K and Chang VTC and Ramanujam
             N},
   Title = {Rapid ratiometric determination of hemoglobin concentration
             using UV-VIS diffuse reflectance at isosbestic
             wavelengths},
   Journal = {Optics Express},
   Volume = {18},
   Number = {18},
   Pages = {18779-18792},
   Year = {2010},
   Key = {fds195258}
}

@article{fds195260,
   Author = {Brown JQ and Bydlon TM and Richards LM and Yu B and Kennedy SA and Geradts
             J, Wilke LG and Junker M and Gallagher J and Barry W and Ramanujam
             N},
   Title = {Optical assessment of tumor resection margins in the
             breast},
   Journal = {IEEE Journal of Selected Topics in Quantum
             Electronics},
   Volume = {12},
   Number = {3},
   Pages = {530-544},
   Year = {2010},
   Key = {fds195260}
}

@article{fds195262,
   Author = {Kennedy SA and Geradts G and Bydlon T and Brown JQ and Gallagher J and Junker M and Barry W and Ramanujam N and Wilke L},
   Title = {Optical breast cancer margin assessment: an observational
             study of the effects of tissue heterogeneity on optical
             contrast},
   Journal = {Breast Cancer Research},
   Volume = {12},
   Number = {6},
   Pages = {R91},
   Year = {2010},
   Key = {fds195262}
}

@article{fds169275,
   Author = {Millon SR and Ostrander JH and Yazdanfar S and Brown JQ and Raheja AM and Ramanujam N.},
   Title = {Preferential accumulation of 5-aminolevulinic acid-induced
             protoporphyrin IX in breast cancer: A comprehensive study on
             six breast cell lines with varying phenotypes},
   Journal = {Journal of Biomedical Optics},
   Volume = {15},
   Number = {1},
   Pages = {018002},
   Year = {2010},
   Key = {fds169275}
}

@article{fds169274,
   Author = {J. E. Bender and A. B. Shang and E. W. Moretti and B. Yu and L. M.
             Richards and N. Ramanujam},
   Title = {Noninvasive Monitoring of Tissue Hemoglobin Using UV-VIS
             Diffuse Reflectance Spectroscopy: A Pilot
             Study},
   Journal = {Optics Express},
   Volume = {17},
   Number = {26},
   Pages = {23396-23409},
   Year = {2009},
   Month = {December},
   Key = {fds169274}
}

@booklet{Wilke09,
   Author = {L. G. Wilke and J. Q. Brown and T. M. Bydlon and S. A.
             Kennedy and L. M. Richards and M. K. Junker and J. Gallagher and W. T. Barry and J. Geradts and N. Ramanujam},
   Title = {Rapid noninvasive optical imaging of tissue composition in
             breast tumor margins},
   Journal = {American Journal Of Surgery},
   Volume = {198},
   Number = {4},
   Pages = {566 -- 574},
   Year = {2009},
   Month = {October},
   ISSN = {0002-9610},
   Abstract = {BACKGROUND: In women undergoing breast conserving surgery
             (BCS), up to 60\% can require re-excision. Our objective is
             to develop an optically based technology which can
             differentiate benign from malignant breast tissues
             intraoperatively through differences in tissue composition
             factors. METHODS: A prospective study of optical imaging of
             BCS margins is being performed. Optical images are
             transformed into tissue composition maps with parameters of
             total hemoglobin concentration, b-carotene concentration and
             scattering. The predicted outcome is then compared to the
             margin-level pathology. RESULTS: Fifty-five margins from 48
             patients have undergone assessment. Within 34 specimens with
             pathologically confirmed positive margins, the ratio map of
             b-carotene/scattering showed the most significant difference
             reflecting a decrease in adipose and an increase in cell
             density within malignant margins (p=.002). These differences
             were notable in both in-situ and invasive disease.
             CONCLUSIONS: We present a novel optical spectral imaging
             device that provides a rapid, non-destructive assay of the
             tissue composition of breast tumor margins. (C) 2009
             Elsevier Inc. All rights reserved.},
   Key = {Wilke09}
}

@booklet{Zhu09,
   Author = {C. F. Zhu and E. S. Burnside and G. A. Sisney and L. R.
             Salkowski and J. M. Harter and B. Yu and N.
             Ramanujam},
   Title = {Fluorescence Spectroscopy: An Adjunct Diagnostic Tool to
             Image-Guided Core Needle Biopsy of the Breast},
   Journal = {Ieee Transactions On Biomedical Engineering},
   Volume = {56},
   Number = {10},
   Pages = {2518 -- 2528},
   Year = {2009},
   Month = {October},
   ISSN = {0018-9294},
   Abstract = {We explored the use of a fiber-optic probe for in vivo
             fluorescence spectroscopy of breast tissues during
             percutaneous image-guided breast biopsy. A total of 121
             biopsy samples with accompanying histological diagnosis were
             obtained clinically and investigated in this study. The
             tissue spectra were analyzed using partial least-squares
             analysis and represented using a set of principal components
             (PCs) with dramatically reduced data dimension. For
             nonmalignant tissue samples, a set of PCs that account for
             the largest amount of variance in the spectra displayed
             correlation with the percent tissue composition. For all
             tissue samples, a set of PCs was identified using a Wilcoxon
             rank-sum test as showing statistically significant
             differences between: 1) malignant and fibrous/benign; 2)
             malignant and adipose; and 3) malignant and nonmalignant
             breast samples. These PCs were used to distinguish malignant
             from other nonmalignant tissue types using a binary
             classification scheme based on both linear and nonlinear
             support vector machine (SVM) and logistic regression (LR).
             For the sample set investigated in this study, the SVM
             classifier provided a cross-validated sensitivity and
             specificity of up to 81\% and 87\%, respectively, for
             discrimination between malignant and fibrous/benign samples,
             and up to 81\% and 81\%, respectively, for discriminating
             between malignant and adipose samples. Classification based
             on LR was used to generate receiver operator curves with an
             area under the curve (AUC) of 0.87 for discriminating
             malignant versus fibrous/benign tissues, and an AUC of 0.84
             for discriminating malignant from adipose tissue samples.
             This study demonstrates the feasibility of performing
             fluorescence spectroscopy during clinical core needle breast
             biopsy, and the potential of this technique for identifying
             breast malignancy in vivo.},
   Key = {Zhu09}
}

@booklet{Vishwanath09,
   Author = {K. Vishwanath and D. Klein and K. Chang and T. Schroeder and M. W. Dewhirst and N. Ramanujam},
   Title = {Quantitative optical spectroscopy can identify long-term
             local tumor control in irradiated murine head and neck
             xenografts},
   Journal = {Journal Of Biomedical Optics},
   Volume = {14},
   Number = {5},
   Year = {2009},
   Month = {September},
   ISSN = {1083-3668},
   Abstract = {Noninvasive and longitudinal monitoring of tumor oxygenation
             status using quantitative diffuse reflectance spectroscopy
             is used to test whether a final treatment outcome could be
             estimated from early optical signatures in a murine model of
             head and neck cancer when treated with radiation. Implanted
             tumors in the flank of 23 nude mice are exposed to 39 Gy of
             radiation, while 11 animals exposed to sham irradiation
             serve as controls. Diffuse optical reflectance is measured
             from the tumors at baseline (prior to irradiation) and then
             serially until 17 days posttreatment. The fastest and
             greatest increase in baseline-corrected blood oxygen
             saturation levels are observed from the animals that show
             complete tumor regression with no recurrence 90 days
             postirradiation, relative to both untreated and treated
             animals with local recurrences. These increases in
             saturation are observed starting 5 days posttreatment and
             last up to 17 days posttreatment. This preclinical study
             demonstrates that diffuse reflectance spectroscopy could
             provide a practical method far more effective than the
             growth delay assay to prognosticate treatment outcome in
             solid tumors and may hold significant translational promise.
             (C) 2009 Society of Photo-Optical Instrumentation Engineers.
             [DOI: 10.1117/1.3251013]},
   Key = {Vishwanath09}
}

@booklet{Vishwanath09a,
   Author = {K. Vishwanath and H. Yuan and W. T. Barry and M. W. Dewhirst and N. Ramanujam},
   Title = {Using Optical Spectroscopy to Longitudinally Monitor
             Physiological Changes within Solid Tumors},
   Journal = {Neoplasia},
   Volume = {11},
   Number = {9},
   Pages = {889 -- 900},
   Year = {2009},
   Month = {September},
   ISSN = {1522-8002},
   Abstract = {The feasibility of using quantitative diffuse reflectance
             spectroscopy to longitudinally monitor physiological
             response to cancer therapy was evaluated in a preclinical
             model. This study included two groups of nude mice bearing
             4T1 flank tumors (N = 50), half of which were treated with a
             maximum tolerated dose of doxorubicin (DOX). Diffuse
             reflectance spectra were collected from tumors during a
             period of 2 weeks using a fiber-optic probe coupled to a
             spectrometer. These spectra were quantified using an inverse
             scalable Monte Carlo model of light transport in tissue to
             extract the concentrations of oxygenated, deoxygenated
             hemoglobin (dHb), and a wavelength mean reduced scattering
             coefficient ($<$mu(s)'$>$). The tumor growth rates of the
             treated and control groups were nearly identical, as were
             changes in the scattering parameter $<$mu(s)'$>$ during this
             time frame. However, tumors treated with DOX showed a
             transient but significant increase in blood oxygen
             saturation. A comparison between the optically derived and
             immunohistochemical end points in a subset of the 50 animals
             showed that the temporal kinetics of dHb concentration and
             $<$mu(s)'$>$ were highly concordant with those of hypoxic
             and necrotic fractions, respectively. In conclusion, optical
             methods could function as a "screening" technology in
             longitudinal studies of small animal tumor models to
             accelerate development and testing of new anticancer drugs.
             This technique could isolate specific landmark time points
             at which more expensive and sophisticated imaging methods or
             immunohistochemistry could be performed.},
   Key = {Vishwanath09a}
}

@booklet{Bender09,
   Author = {J. E. Bender and K. Vishwanath and L. K. Moore and J. Q.
             Brown and V. Chang and G. M. Palmer and N.
             Ramanujam},
   Title = {A Robust-Monte Carlo Model for the Extraction of Biological
             Absorption and Scattering In Vivo},
   Journal = {Ieee Transactions On Biomedical Engineering},
   Volume = {56},
   Number = {4},
   Pages = {960 -- 968},
   Year = {2009},
   Month = {April},
   ISSN = {0018-9294},
   Abstract = {We have a toolbox to quantify tissue optical properties that
             is composed of specialized fiberoptic probes for UV-visible
             diffuse reflectance spectroscopy and a fast, scalable
             inverse Monte Carlo (MC) model. In this paper, we assess the
             robustness of the toolbox for quantifying physiologically
             relevant parameters from turbid tissue-like media. In
             particular, we consider the effects of using different
             instruments, fiberoptic probes, and instrument-specific
             settings for a wide range of optical properties.
             Additionally, we test the quantitative accuracy of the
             inverse MC model for extracting the biologically relevant
             parameters of hemoglobin saturation and total hemoglobin
             concentration. We also test the effect of double-absorber
             phantoms (hemoglobin and crocin to model the absorption of
             hemoglobin and beta carotene, respectively, in the breast)
             for a range of absorption and scattering properties. We
             include an assessment on which reference phantom serves as
             the best calibration standard to enable accurate extraction
             of the absorption and scattering properties of the target
             sample. We found the best reference-target phantom
             combinations to be ones with similar scattering levels. The
             results from these phantom studies provide a set of
             guidelines for extracting optical parameters from clinical
             studies.},
   Key = {Bender09}
}

@booklet{Brown09a,
   Author = {J. Q. Brown and L. G. Wilke and J. Geradts and S. A. Kennedy and G. M. Palmer and N. Ramanujam},
   Title = {Quantitative Optical Spectroscopy: A Robust Tool for Direct
             Measurement of Breast Cancer Vascular Oxygenation and Total
             Hemoglobin Content In vivo},
   Journal = {Cancer Research},
   Volume = {69},
   Number = {7},
   Pages = {2919 -- 2926},
   Year = {2009},
   Month = {April},
   ISSN = {0008-5472},
   Abstract = {We propose the use of a robust, biopsy needle-based,
             fiber-optic tool for routine clinical quantification of
             tumor oxygenation at the time of diagnostic biopsy for
             breast cancer. The purpose of this study was to show diffuse
             reflectance spectroscopy as a quantitative tool to measure
             oxygenation levels in the vascular compartment of breast
             cancers in vivo via an optical biopsy technique. Thirty-five
             patients undergoing surgical treatment for breast cancer
             were recruited for the study at Duke University Medical
             Center. Diffuse reflectance spectroscopy was performed on
             the tumors in situ before surgical resection, followed by
             needle-core biopsy of the optically measured tissue.
             Hemoglobin saturation and total hemoglobin content were
             quantified from 76 optical spectra-tissue biopsy pairs,
             consisting of 20 malignant, 23 benign, and 33 adipose
             tissues. Hemoglobin saturation in malignant tissues was
             significantly lower than nonmalignant tissues (P $<$ 0.002)
             and was negatively correlated with tumor size and pathologic
             tumor category (P $<$ 0.05). Hemoglobin saturation was
             positively correlated with total hemoglobin content in
             malignant tissues (P $<$ 0.02). HER2/neu-amplified tumors
             exhibited significantly higher total hemoglobin content (P
             $<$ 0.05) and significantly higher hemoglobin saturation (P
             $<$ 0.02), which is consistent with a model of increased
             angiogenesis and tumor perfusion promoted by HER2/neu
             amplification. Diffuse reflectance spectroscopy could aid in
             prognosis and prediction in breast cancer via quantitative
             assessment of tumor physiology at the time of diagnostic
             biopsy. [Cancer Res 2009;69(7):2919-26]},
   Key = {Brown09a}
}

@booklet{Palmer09,
   Author = {G. M. Palmer and R. J. Viola and T. Schroeder and P. S.
             Yarmolenko and M. W. Dewhirst and N. Ramanujam},
   Title = {Quantitative diffuse reflectance and fluorescence
             spectroscopy: tool to monitor tumor physiology in
             vivo},
   Journal = {Journal Of Biomedical Optics},
   Volume = {14},
   Number = {2},
   Year = {2009},
   Month = {March},
   ISSN = {1083-3668},
   Abstract = {This study demonstrates the use of optical spectroscopy for
             monitoring tumor oxygenation and metabolism in response to
             hyperoxic gas breathing. Hemoglobin saturation and redox
             ratio were quantified for a set of 14 and 9 mice,
             respectively, measured at baseline and during carbogen
             breathing (95\% O-2, 5\% CO2). In particular, significant
             increases in hemoglobin saturation and fluorescence redox
             ratio were observed upon carbogen breathing. These data were
             compared with data obtained concurrently using an
             established invasive technique, the OxyLite partial oxygen
             pressure (pO(2)) system, which also showed a significant
             increase in pO2. It was found that the direction of changes
             were generally the same between all of the methods, but that
             the OxyLite system was much more variable in general,
             suggesting that optical techniques may provide a better
             assessment of global tumor physiology. Optical spectroscopy
             measurements are demonstrated to provide a reliable,
             reproducible indication of changes in tumor physiology in
             response to physiologic manipulation. (C) 2009 Society of
             Photo-Optical Instrumentation Engineers. [DOI:
             10.1117/1.3103586]},
   Key = {Palmer09}
}

@booklet{Brown09,
   Author = {J. Q. Brown and K. Vishwanath and G. M. Palmer and N.
             Ramanujam},
   Title = {Advances in quantitative UV-visible spectroscopy for
             clinical and pre-clinical application in
             cancer},
   Journal = {Current Opinion In Biotechnology},
   Volume = {20},
   Number = {1},
   Pages = {119 -- 131},
   Year = {2009},
   Month = {February},
   ISSN = {0958-1669},
   Abstract = {Methods of optical spectroscopy that provide quantitative,
             physically or physiologically meaningful measures of tissue
             properties are an attractive tool for the study, diagnosis,
             prognosis, and treatment of various cancers. Recent
             development of methodologies to convert measured reflectance
             and fluorescence spectra from tissue to cancer-relevant
             parameters such as vascular volume, oxygenation,
             extracellular matrix extent, metabolic redox states, and
             cellular proliferation have significantly advanced the field
             of tissue optical spectroscopy. The number of publications
             reporting quantitative tissue spectroscopy results in the
             UV-visible wavelength range has increased sharply in the
             past three years, and includes new and emerging studies that
             correlate optically measured parameters with independent
             measures such as immunohistochemistry, which should aid in
             increased clinical acceptance of these technologies.},
   Key = {Brown09}
}

@booklet{Lo09,
   Author = {J. Y. Lo and B. Yu and H. L. Fu and J. E. Bender and G. M.
             Palmer and T. F. Kuech and N. Ramanujam},
   Title = {A strategy for quantitative spectral imaging of tissue
             absorption and scattering using light emitting diodes and
             photodiodes},
   Journal = {Optics Express},
   Volume = {17},
   Number = {3},
   Pages = {1372 -- 1384},
   Year = {2009},
   Month = {February},
   ISSN = {1094-4087},
   Abstract = {A diffuse reflectance spectroscopy system was modified as a
             step towards miniaturization and spectral imaging of tissue
             absorption and scattering. The modified system uses a
             tunable source and an optical fiber for illumination and a
             photodiode in contact with tissue for detection. Compared to
             the previous system, it is smaller, less costly, and has
             comparable performance in extracting optical properties in
             tissue phantoms. Wavelength reduction simulations show the
             feasibility of replacing the source with LEDs to further
             decrease system size and cost. Simulated crosstalk analysis
             indicates that this evolving system can be multiplexed for
             spectral imaging in the future. (C) 2009 Optical Society of
             America},
   Key = {Lo09}
}

@booklet{Brown09b,
   Author = {J. Q. Brown and T. M. Bydlon and S. A. Kennedy and L.
             Richards and M. S. Junker and G. M. Palmer and J. Geradts and L. G. Wilke and N. Ramanujam},
   Title = {Intraoperative optical breast tissue characterization device
             for tumor margin assessment},
   Journal = {Cancer Research},
   Volume = {69},
   Number = {2},
   Pages = {101S -- 101S},
   Year = {2009},
   Month = {January},
   ISSN = {0008-5472},
   Key = {Brown09b}
}

@article{fds169273,
   Author = {Chang VTC and Cartwright PS and Bean SM and Palmer GM and Bentley RC and Ramanujam N.},
   Title = {Quantitative physiology of the precancerous cervix in vivo
             via optical spectroscopy},
   Journal = {Neoplasia},
   Volume = {11},
   Number = {4},
   Pages = {325-332},
   Year = {2009},
   Key = {fds169273}
}

@booklet{Yu08,
   Author = {B. Yu and J. Y. Lo and T. F. Kuech and G. M. Palmer and J.
             E. Bender and N. Ramanujam},
   Title = {Cost-effective diffuse reflectance spectroscopy device for
             quantifying tissue absorption and scattering in
             vivo},
   Journal = {Journal Of Biomedical Optics},
   Volume = {13},
   Number = {6},
   Year = {2008},
   Month = {November},
   ISSN = {1083-3668},
   Abstract = {A hybrid optical device that uses a multimode fiber coupled
             to a tunable light source for illumination and a 2.4-mm
             photodiode for detection in contact with the tissue surface
             is developed as a first step toward our goal of developing a
             cost-effective, miniature spectral imaging device to map
             tissue optical properties in vivo. This device coupled with
             an inverse Monte Carlo model of reflectance is demonstrated
             to accurately quantify tissue absorption and scattering in
             tissue-like turbid synthetic phantoms with a wide range of
             optical properties. The overall errors for quantifying the
             absorption and scattering coefficients are 6.0 +/- 5.6 and
             6.1 +/- 4.7\%, respectively. Compared with fiber-based
             detection, having the detector right at the tissue surface
             can significantly improve light collection efficiency, thus
             reducing the requirement for sophisticated detectors with
             high sensitivity, and this design can be easily expanded
             into a quantitative spectral imaging system for mapping
             tissue optical properties in vivo. (C) 2008 Society of
             Photo-Optical Instrumentation Engineers. [DOI:
             10.1117/1.3041500]},
   Key = {Yu08}
}

@booklet{Lazebnik08,
   Author = {M. Lazebnik and C. F. Zhu and G. M. Palmer and J. Harter and S. Sewall and N. Ramanujam and S. C. Hagness},
   Title = {Electromagnetic Spectroscopy of Normal Breast Tissue
             Specimens Obtained From Reduction Surgeries: Comparison of
             Optical and Microwave Properties},
   Journal = {Ieee Transactions On Biomedical Engineering},
   Volume = {55},
   Number = {10},
   Pages = {2444 -- 2451},
   Year = {2008},
   Month = {October},
   ISSN = {0018-9294},
   Abstract = {Techniques utilizing electromagnetic energy at microwave and
             optical frequencies have been shown to be promising for
             breast cancer detection and diagnosis. Since different
             biophysical mechanisms are exploited at these frequencies to
             discriminate between healthy and diseased tissue, combining
             these two modalities may result in a more powerful approach
             for breast cancer detection and diagnosis. Toward this end,
             we performed microwave dielectric spectroscopy and optical
             diffuse reflectance spectroscopy measurements at the same
             sites on freshly excised normal breast tissues obtained from
             reduction surgeries at the University of Wisconsin Hospital,
             using microwave and optical probes with very similar sensing
             volumes. We found that the microwave dielectric constant and
             effective conductivity are correlated with tissue
             composition across the entire measurement frequency range
             (vertical bar r vertical bar similar to 0.5-0.6, p $<$ 0.01)
             and that the optical absorption coefficient at 460 nm and
             optical scattering coefficient are correlated with tissue
             composition (vertical bar r vertical bar similar to 0.4-0.6,
             p $<$ 0.02). Finally, we found that the optical absorption
             coefficient at 460 nm is correlated with the microwave
             dielectric constant and effective conductivity (r = -0.55, p
             $<$ 0.01). Our results suggest that combining optical and
             microwave modalities for analyzing breast tissue samples may
             serve as a crosscheck and provide complementary information
             about tissue composition.},
   Key = {Lazebnik08}
}

@booklet{Zhu08,
   Author = {C. F. Zhu and T. M. Breslin and J. Harter and N.
             Ramanujam},
   Title = {Model based and empirical spectral analysis for the
             diagnosis of breast cancer},
   Journal = {Optics Express},
   Volume = {16},
   Number = {19},
   Pages = {14961 -- 14978},
   Year = {2008},
   Month = {September},
   ISSN = {1094-4087},
   Abstract = {We explored the use of both empirical (Partial Least
             Squares, PLS) and Monte Carlo model based approaches for the
             analysis of fluorescence and diffuse reflectance spectra
             measured ex vivo from freshly excised breast tissues and for
             the diagnosis of breast cancer. Features extracted using
             both approaches, i.e. principal components (PCs) obtained
             from empirical analysis or tissue properties obtained from
             model based analysis, displayed statistically significant
             difference between malignant and non-malignant tissues, and
             can be used to discriminate breast malignancy with
             comparable sensitivity and specificity of up to 90\%. The PC
             scores of a subset of PCs also displayed significant
             correlation with the tissue properties extracted from the
             model based analysis, suggesting both approaches likely
             probe the same sources of contrast in the tissue spectra
             that discriminate between malignant and non-malignant breast
             tissues but in different ways. (C) 2008 Optical Society of
             America.},
   Key = {Zhu08}
}

@booklet{Yu08a,
   Author = {B. Yu and H. Fu and T. Bydlon and J. E. Bender and N.
             Ramanujam},
   Title = {Diffuse reflectance spectroscopy with a self-calibrating
             fiber optic probe},
   Journal = {Optics Letters},
   Volume = {33},
   Number = {16},
   Pages = {1783 -- 1785},
   Year = {2008},
   Month = {August},
   ISSN = {0146-9592},
   Abstract = {Calibration of the diffuse reflectance spectrum for
             instrument response and time-dependent fluctuation as well
             as interdevice variations is complicated, time consuming,
             and potentially inaccurate. We describe a novel fiber optic
             probe with a real-time self-calibration capability that can
             be used for tissue optical spectroscopy. The probe was
             tested in a number of liquid phantoms over a relevant range
             of tissue optical properties. Absorption and scattering
             coefficients are extracted with an average absolute error
             and standard deviation of 6.9\%+/- 7.2\% and 3.5\%+/- 1.5\%,
             respectively. (C) 2008 Optical Society of
             America.},
   Key = {Yu08a}
}

@booklet{Zhu08a,
   Author = {C. F. Zhu and G. M. Palmer and T. M. Breslin and J. Harter and N. Ramanujam},
   Title = {Diagnosis of breast cancer using fluorescence and diffuse
             reflectance spectroscopy: a Monte-Carlo-model-based
             approach},
   Journal = {Journal Of Biomedical Optics},
   Volume = {13},
   Number = {3},
   Year = {2008},
   ISSN = {1083-3668},
   Abstract = {We explore the use of Monte-Carlo-model-based approaches for
             the analysis of fluorescence and diffuse reflectance spectra
             measured ex vivo from breast tissues. These models are used
             to extract the absorption, scattering, and fluorescence
             properties of malignant and nonmalignant tissues and to
             diagnose breast cancer based on these intrinsic tissue
             properties. Absorption and scattering properties, including
             beta-carotene concentration, total hemoglobin concentration,
             hemoglobin saturation, and the mean reduced scattering
             coefficient are derived from diffuse reflectance spectra
             using a previously developed Monte Carlo model of diffuse
             reflectance. A Monte Carlo model of fluorescence described
             in an earlier manuscript was employed to retrieve the
             intrinsic fluorescence spectra. The intrinsic fluorescence
             spectra were decomposed into several contributing
             components, which we attribute to endogenous fluorophores
             that may present in breast tissues including collagen, NADH,
             and retinol/vitamin A. The model-based approaches removes
             any dependency on the instrument and probe geometry. The
             relative fluorescence contributions of individual
             fluorescing components, as well as P-carotene concentration,
             hemoglobin saturation, and the mean reduced scattering
             coefficient display statistically significant differences
             between malignant and adipose breast tissues. The hemoglobin
             saturation and the reduced scattering coefficient display
             statistically significant differences between malignant and
             fibrous/benign breast tissues. A linear support vector
             machine classification using (1) fluorescence properties
             alone, (2) absorption and scattering properties alone, and
             (3) the combination of all tissue properties achieves
             comparable classification accuracies of 81 to 84\% in
             sensitivity and 75 to 89\% in specificity for discriminating
             malignant from nonmalignant breast tissues, suggesting each
             set of tissue properties are diagnostically useful for the
             discrimination of breast malignancy. (C) 2008 Society of
             Photo-Optical Instrumentation Engineers.},
   Key = {Zhu08a}
}

@booklet{Palmer08,
   Author = {G. M. Palmer and N. Ramanujam},
   Title = {Monte-Carlo-based model for the extraction of intrinsic
             fluorescence from turbid media},
   Journal = {Journal Of Biomedical Optics},
   Volume = {13},
   Number = {2},
   Year = {2008},
   ISSN = {1083-3668},
   Abstract = {A Monte-Carlo-based model of fluorescence is developed that
             is capable of extracting the intrinsic fluorescence
             properties of tissue, which are independent of the
             absorption and scattering properties of tissue. This model
             is flexible in its applicability to different
             illumination-collection geometries and is also valid for a
             wide range of optical properties, representative of tissue
             in the UV-visible spectrum. This is potentially useful in a
             variety of biomedical applications, including cancer
             diagnostics and monitoring the physiological response to
             therapy. The model is validated using phantoms composed of
             hemoglobin (absorber), polystyrene spheres (scatterer), and
             furan-2 (fluorophore). It is found that this model is able
             to retrieve the intrinsic fluorescence spectra of the tissue
             phantoms and recover the intrinsic fluorescence intensity of
             furan within the phantoms to within a mean error of less
             than 10\%. (C) 2008 Society of Photo-Optical Instrumentation
             Engineers.},
   Key = {Palmer08}
}

@booklet{Brown07,
   Author = {J. Q. Brown and L. G. Wilke and S. Kennedy and G. M. Palmer and J. Geradts and N. Ramanujam},
   Title = {Intraoperative in vivo reflectance spectroscopy for
             discrimination of normal, benign, and malignant breast
             tissues},
   Journal = {Breast Cancer Research And Treatment},
   Volume = {106},
   Pages = {S209 -- S210},
   Year = {2007},
   Month = {December},
   ISSN = {0167-6806},
   Key = {Brown07}
}

@booklet{Skala07,
   Author = {M. C. Skala and K. M. Riching and A. Gendron-fitzpatrick and J. Eickhoff and K. W. Eliceiri and J. G. White and N.
             Ramanujam},
   Title = {In vivo multiphoton microscopy of NADH and FAD redox states,
             fluorescence lifetimes, and cellular morphology in
             precancerous epithelia},
   Journal = {Proceedings Of The National Academy Of Sciences Of The
             United States Of America},
   Volume = {104},
   Number = {49},
   Pages = {19494 -- 19499},
   Year = {2007},
   Month = {December},
   ISSN = {0027-8424},
   Abstract = {Metabolic imaging of the relative amounts of reduced NADH
             and FAD and the microenvironment of these metabolic electron
             carriers can be used to noninvasively monitor changes in
             metabolism, which is one of the hallmarks of carcinogenesis.
             This study combines cellular redox ratio, NADH and FAD
             lifetime, and subcellular morphology imaging in three
             dimensions to identify intrinsic sources of metabolic and
             structural contrast in vivo at the earliest stages of cancer
             development. There was a significant (P $<$ 0.05) increase
             in the nuclear to cytoplasmic ratio (NCR) with depth within
             the epithelium in normal tissues; however, there was no
             significant change in NCR with depth in precancerous
             tissues. The redox ratio significantly decreased in the less
             differentiated basal epithelial cells compared with the more
             mature cells in the superficial layer of the normal
             stratified squamous epithelium, indicating an increase in
             metabolic activity in cells with increased NCR. However, the
             redox ratio was not significantly different between the
             superficial and basal cells in precancerous tissues. A
             significant decrease was observed in the contribution and
             lifetime of protein-bound NADH (averaged over the entire
             epithelium) in both low- and high-grade epithelial
             precancers compared with normal epithelial tissues. In
             addition, a significant increase in the protein-bound FAD
             lifetime and a decrease in the contribution of protein-bound
             FAD are observed in high-grade precancers only. Increased
             intracellular variability in the redox ratio, NADH, and FAD
             fluorescence lifetimes were observed in precancerous cells
             compared with normal cells.},
   Key = {Skala07}
}

@booklet{Palmer07,
   Author = {G. M. Palmer and N. Ramanujam},
   Title = {Monte Carlo-based inverse model for calculating tissue
             optical properties. Part I: Theory and validation on
             synthetic phantoms (vol 45, pg 1062, 2006)},
   Journal = {Applied Optics},
   Volume = {46},
   Number = {27},
   Pages = {6847 -- 6847},
   Year = {2007},
   Month = {September},
   ISSN = {0003-6935},
   Key = {Palmer07}
}

@booklet{Palmer07a,
   Author = {G. M. Palmer and N. Ramanujam},
   Title = {Use of genetic algorithms to optimize fiber optic probe
             design for the extraction of tissue optical
             properties},
   Journal = {Ieee Transactions On Biomedical Engineering},
   Volume = {54},
   Number = {8},
   Pages = {1533 -- 1535},
   Year = {2007},
   Month = {August},
   ISSN = {0018-9294},
   Abstract = {This paper outlines a framework by which the optimal
             illumination/collection geometry can be identified for a
             particular biomedical application. In this paper, this
             framework was used to identify the optimal probe geometry
             for the accurate determination of tissue optical properties
             representative of that in the ultraviolet-visible (UV-VIS)
             spectral range. An optimal probe geometry was identified
             which consisted of a single illumination and two collection
             fibers, one of which is insensitive to changes in scattering
             properties, and the other is insensitive to changes in the
             attenuation coefficient. Using this probe geometry in
             conjunction with a neural network algorithm, the optical
             properties could be extracted with root-mean-square errors
             of 0.30 cm(-1) for the reduced scattering coefficient
             (tested range of 3-40 cm(-1)), and 0.41 cm(-1) for the
             absorption coefficient (tested range of 0-80
             cm(-1)).},
   Key = {Palmer07a}
}

@booklet{Yu07,
   Author = {B. Yu and E. S. Burnside and G. A. Sisney and J. M. Harter and C. Zhu and A. H. Dhalla and N. Ramanujam},
   Title = {Feasibility of near-infrared diffuse optical spectroscopy on
             patients undergoing image-guided core-needle
             biopsy},
   Journal = {Optics Express},
   Volume = {15},
   Number = {12},
   Pages = {7335 -- 7350},
   Year = {2007},
   Month = {June},
   ISSN = {1094-4087},
   Abstract = {We describe a side-firing fiber optic sensor based on
             near-infrared spectroscopy for guiding core needle biopsy
             diagnosis of breast cancer. The sensor is composed of three
             side firing optical fibers (two source fibers and one
             detection fiber), providing two source-detector separations.
             The entire assembly is inserted into a core biopsy needle,
             allowing for sampling to occur at the biopsy site. A
             multi-wavelength frequency-domain near-infrared instrument
             is used to collect diffuse reflectance in the breast tissue
             through an aperture on the biopsy needle before the tissue
             is removed for histology. Preliminary in vivo measurements
             performed on 10 normal or benign breast tissues from 5 women
             undergoing stereo- or ultrasound-guided core needle biopsy
             show the ability of the system to determine tissue optical
             properties and constituent concentrations, which are
             correlated with breast tissue composition derived from
             histopathology.},
   Key = {Yu07}
}

@booklet{Skala07a,
   Author = {M. C. Skala and G. M. Palmer and K. M. Vrotsos and A.
             Gendron-fitzpatrick and N. Ramanujam},
   Title = {Comparison of a physical model and principal component
             analysis for the diagnosis of epithelial neoplasias in vivo
             using diffuse reflectance spectroscopy},
   Journal = {Optics Express},
   Volume = {15},
   Number = {12},
   Pages = {7863 -- 7875},
   Year = {2007},
   Month = {June},
   ISSN = {1094-4087},
   Abstract = {We explored the use of diffuse reflectance spectroscopy in
             the ultraviolet-visible ( UV-VIS) spectrum for the diagnosis
             of epithelial pre-cancers and cancers in vivo. A physical
             model ( Monte Carlo inverse model) and an empirical model (
             principal component analysis, ( PCA)) based approach were
             compared for extracting diagnostic features from diffuse
             reflectance spectra measured in vivo from the dimethylbenz[
             a] anthracene-treated hamster cheek pouch model of oral
             carcinogenesis. These diagnostic features were input into a
             support vector machine algorithm to classify each tissue
             sample as normal ( n= 10) or neoplastic ( dysplasia to
             carcinoma, n= 10) and cross-validated using a leave one out
             method. There was a statistically significant decrease in
             the absorption and reduced scattering coefficient at 460 nm
             in neoplastic compared to normal tissues, and these two
             features provided 90\% classification accuracy. The first
             two principal components extracted from PCA provided a
             classification accuracy of 95\%. The first principal
             component was highly correlated with the wavelength-averaged
             reduced scattering coefficient. Although both methods show
             similar classification accuracy, the physical model provides
             insight into the physiological and structural features that
             discriminate between normal and neoplastic tissues and does
             not require a priori, a representative set of spectral data
             from which to derive the principal components. (c) 2007
             Optical Society.},
   Key = {Skala07a}
}

@booklet{Liu07,
   Author = {Q. Liu and N. Ramanujam},
   Title = {Scaling method for fast Monte Carlo simulation of diffuse
             reflectance spectra from multilayered turbid
             media},
   Journal = {Journal Of The Optical Society Of America A-optics Image
             Science And Vision},
   Volume = {24},
   Number = {4},
   Pages = {1011 -- 1025},
   Year = {2007},
   Month = {April},
   ISSN = {1084-7529},
   Abstract = {A scaling Monte Carlo method has been developed to calculate
             diffuse reflectance from multilayered media with a wide
             range of optical properties in the ultraviolet-visible
             wavelength range. This multilayered scaling method employs
             the photon trajectory information generated from a single
             baseline Monte Carlo simulation of a homogeneous medium to
             scale the exit distance and exit weight of photons for a new
             set of optical properties in the multilayered medium. The
             scaling method is particularly suited to simulating diffuse
             reflectance spectra or creating a Monte Carlo database to
             extract optical properties of layered media, both of which
             are demonstrated in this paper. Particularly, it was found
             that the root-mean-square error (RMSE) between scaled
             diffuse reflectance, for which the anisotropy factor and
             refractive index in the baseline simulation were,
             respectively, 0.9 and 1.338, and independently simulated
             diffuse reflectance was less than or equal to 5\% for
             source-detector separations from 200 to 1500 mu m when the
             anisotropy factor of the top layer in a two-layered
             epithelial tissue model was varied from 0.8 to 0.99; in
             contrast, the RMSE was always less than 5\% for all
             separations (from 0 to 1500 mu m) when the anisotropy factor
             of the bottom layer was varied from 0.7 to 0.99. When the
             refractive index of either layer in the two-layered tissue
             model was varied from 1.3 to 1.4, the RMSE was less than
             10\%. The scaling method can reduce computation time by more
             than 2 orders of magnitude compared with independent Monte
             Carlo simulations. (c) 2007 Optical Society of
             America.},
   Key = {Liu07}
}

@article{fds71324,
   Author = {Yu B and Burnside Rollins E and Sisney GA and Harter JM and Zhu C and Dhalla AH and Ramanujam N},
   Title = {Feasibility of Near-Infrared Diffuse Optical Spectroscopy on
             Patients Undergoing Image-Guided Core-Needle
             Biopsy},
   Journal = {Optics Express},
   Volume = {15},
   Number = {12},
   Pages = {7335-50},
   Year = {2007},
   Key = {fds71324}
}

@article{fds71325,
   Author = {Skala MC and Riching KM and Bird DK and Gendron-Fitzpatrick A and Eickhoff J and Eliceiri KW and Keely PJ and Ramanujam
             N},
   Title = {In vivo Multiphoton Fluorescence Lifetime Imaging of
             Protein-bound and Free NADH in Normal and Pre-cancerous
             Epithelia},
   Journal = {Journal of Biomedical Optics},
   Volume = {12},
   Number = {2},
   Pages = {024014},
   Year = {2007},
   Key = {fds71325}
}

@article{fds62316,
   Author = {Skala MC  and Riching KM and Gendron-Fitzpatrick A and Eliceiri KW and Ramanujam N},
   Title = {In vivo multiphoton microscopy of metabolic
             oxidation-reduction states and fluorescence lifetimes in
             normal and pre-cancerous epithelia},
   Journal = {Proc Nat Acad Sci},
   Year = {2007},
   Key = {fds62316}
}

@article{fds62333,
   Author = {Skala MC and Palmer GM and Vrotsos KM and Gendron-Fitzpatrick A and Ramanujam N.},
   Title = {Comparison of a Monte Carlo based physical model and
             principal component analysis for the diagnosis of normal and
             neoplastic epithelial tissues in vivo using diffuse
             reflectance spectroscopy.},
   Journal = {Optics Express},
   Volume = {15},
   Number = {12},
   Pages = {7863-7875},
   Year = {2007},
   Key = {fds62333}
}

@article{9354800,
   Author = {Quan Liu and Ramanujam, N.},
   Title = {Scaling method for fast Monte Carlo simulation of diffuse
             reflectance spectra from multilayered turbid
             media},
   Journal = {J. Opt. Soc. Am. A, Opt. Image Sci. Vis.
             (USA)},
   Volume = {24},
   Number = {4},
   Pages = {1011 - 25},
   Year = {2007},
   url = {http://dx.doi.org/10.1364/JOSAA.24.001011},
   Keywords = {anisotropic media;bio-optics;biological tissues;mean square
             error methods;Monte Carlo methods;photoreflectance;refractive
             index;ultraviolet spectroscopy;visible spectroscopy;},
   Abstract = {A scaling Monte Carlo method has been developed to calculate
             diffuse reflectance from multilayered media with a wide
             range of optical properties in the ultraviolet-visible
             wavelength range. This multilayered scaling method employs
             the photon trajectory information generated from a single
             baseline Monte Carlo simulation of a homogeneous medium to
             scale the exit distance and exit weight of photons for a new
             set of optical properties in the multilayered medium. The
             scaling method is particularly suited to simulating diffuse
             reflectance spectra or creating a Monte Carlo database to
             extract optical properties of layered media, both of which
             are demonstrated in this paper. Particularly, it was found
             that the root-mean-square error (RMSE) between scaled
             diffuse reflectance, for which the anisotropy factor and
             refractive index in the baseline simulation were,
             respectively, 0.9 and 1.338, and independently simulated
             diffuse reflectance was less than or equal to 5% for
             source-detector separations from 200 to 1500 &mu;m when the
             anisotropy factor of the top layer in a two-layered
             epithelial tissue model was varied from 0.8 to 0.99; in
             contrast, the RMSE was always less than 5% for all
             separations (from 0 to 1500 &mu;m) when the anisotropy
             factor of the bottom layer was varied from 0.7 to 0.99. When
             the refractive index of either layer in the two-layered
             tissue model was varied from 1.3 to 1.4, the RMSE was less
             than 10%. The scaling method can reduce computation time by
             more than 2 orders of magnitude compared with independent
             Monte Carlo simulations},
   Key = {9354800}
}

@booklet{Skala07b,
   Author = {M. C. Skala and K. M. Riching and D. K. Bird and A.
             Gendron-fitzpatrick and J. Eickhoff and K. W. Eliceiri and P. J. Keely and N. Ramanujam},
   Title = {In vivo multiphoton fluorescence lifetime imaging of
             protein-bound and free nicotinamide adenine dinucleotide in
             normal and precancerous epithelia},
   Journal = {Journal Of Biomedical Optics},
   Volume = {12},
   Number = {2},
   Year = {2007},
   ISSN = {1083-3668},
   Abstract = {Multiphoton fluorescence lifetime imaging microscopy (FLIM)
             is a noninvasive, cellular resolution, 3-D functional
             imaging technique. We investigate the potential for in vivo
             precancer diagnosis with metabolic imaging via multiphoton
             FLIM of the endogenous metabolic cofactor nicotinamide
             adenine dinucleotide (NADH). The dimethylbenz [alpha]
             anthracene (DMBA)-treated hamster cheek pouch model of oral
             carcinogenesis and MCF10A cell monolayers are imaged using
             multiphoton FLIM at 780-nm excitation. The cytoplasm of
             normal hamster cheek pouch epithelial cells has short (0.29
             +/- 0.03 ns) and long lifetime components (2.03 +/- 0.06
             ns), attributed to free and protein-bound NADH,
             respectively. Low-grade precancers (mild to moderate
             dysplasia) and high-grade precancers (severe dysplasia and
             carcinoma in situ) are discriminated from normal tissues by
             their decreased protein-bound NADH lifetime (p $<$ 0.05).
             Inhibition of cellular glycolysis and oxidative
             phosphorylation in cell monolayers produces an increase and
             decrease, respectively, in the protein-bound NADH lifetime
             (p $<$ 0.05). Results indicate that the decrease in
             protein-bound NADH lifetime with dysplasia is due to a shift
             from oxidative phosphorylation to glycolysis, consistent
             with the predictions of neoplastic metabolism. We
             demonstrate that multiphoton FLIM is a powerful tool for the
             noninvasive characterization and detection of epithelial
             precancers in vivo. (C) 2007 Society of Photo-Optical
             Instrumentation Engineers.},
   Key = {Skala07b}
}

@booklet{Millon06,
   Author = {S. R. Millon and K. M. Roldan-perez and K. M. Riching and G.
             M. Palmer and N. Ramanujam},
   Title = {Effect of optical clearing agents on the in vivo optical
             properties of squamous epithelial tissue},
   Journal = {Lasers In Surgery And Medicine},
   Volume = {38},
   Number = {10},
   Pages = {920 -- 927},
   Year = {2006},
   Month = {December},
   ISSN = {0196-8092},
   Abstract = {Background and Objectives: Optical clearing agents (OCAs)
             have previously been shown to increase depth penetration
             within turbid tissue ex vivo. This paper quantifies tissue
             optical properties of the hamster cheek pouch model in order
             to provide a means to assess the effect of OCAs
             quantitatively in vivo. Study Design/Materials and Methods:
             Diffuse reflectance spectra were obtained from both cheeks
             of 12 hamsters before and after immersion in dimethyl
             sulfoxide (DMSO), glycerol or a phosphate buffer saline
             (PBS) control for 20 minutes. A Monte Carlo model was then
             utilized to derive the wavelength dependent reduced
             scattering and absorption coefficients. Results: DMSO caused
             a statistically significant decrease in the absorption and
             reduced scattering coefficients derived by the model.
             Glycerol caused a statistically significant increase in the
             wavelength dependent absorption coefficient, but no
             statistically significant changes in the reduced scattering
             coefficient. Conclusions: DMSO and glycerol act upon tissues
             differently as reflected by the tissue optical properties,
             implying that not all OCAs are equally effective in
             optically clearing tissues.},
   Key = {Millon06}
}

@booklet{Zhu06,
   Author = {C. F. Zhu and G. M. Palmer and T. M. Breslin and J. Harter and N. Ramanujam},
   Title = {Diagnosis of breast cancer using diffuse reflectance
             spectroscopy: Comparison of a Monte Carlo versus partial
             least squares analysis based feature extraction
             technique},
   Journal = {Lasers In Surgery And Medicine},
   Volume = {38},
   Number = {7},
   Pages = {714 -- 724},
   Year = {2006},
   Month = {August},
   ISSN = {0196-8092},
   Abstract = {Background and Objective: We explored the use of diffuse
             reflectance spectroscopy in the ultraviolet-visible
             (U-V-VIS) spectrum for the diagnosis of breast cancer. A
             physical model (Monte Carlo inverse model) and an empirical
             model (partial least squares analysis) based approach, were
             compared for extracting diagnostic features from the diffuse
             reflectance spectra. Study Design/Methods: The physical
             model and the empirical model were employed to extract
             features from diffuse reflectance spectra measured from
             freshly excised breast tissues. A subset of extracted
             features obtained using each method showed statistically
             significant differences between malignant and non-malignant
             breast tissues. These features were separately input to a
             support vector machine (SVM) algorithm to classify each
             tissue sample as malignant or non-malignant. Results and
             Conclusions: The features extracted from the Monte Carlo
             based analysis were hemoglobin saturation, total hemoglobin
             concentration, beta-carotene concentration and the mean
             (wavelength averaged) reduced scattering coefficient.
             Beta-carotene concentration was positively correlated and
             the mean reduced scattering coefficient was negatively
             correlated with percent adipose tissue content in normal
             breast tissues. In addition, there was a statistically
             significant decrease in the beta-carotene concentration and
             hemoglobin saturation, and a statistically significant
             increase in the mean reduced scattering coefficient in
             malignant tissues compared to non-malignant tissues. The
             features extracted from the partial least squares analysis
             were a set of principal components. A subset of principal
             components showed that the diffuse reflectance spectra of
             malignant breast tissues displayed an increased intensity
             over wavelength range of 440-510 nm and a decreased
             intensity over wavelength range of 510-600 nm, relative to
             that of non-malignant breast tissues. The diagnostic
             performance of the classification algorithms based on both
             feature extraction techniques yielded similar sensitivities
             and specificities of approximately 80\% for discriminating
             between malignant and nonmalignant breast tissues. While
             both methods yielded similar classification accuracies, the
             model based approach provided insight into the physiological
             and structural features that discriminate between malignant
             and nonmalignant breast tissues.},
   Key = {Zhu06}
}

@booklet{Liu06,
   Author = {Q. Liu and N. Ramanujam},
   Title = {Sequential estimation of optical properties of a two-layered
             epithelial tissue model from depth-resolved
             ultraviolet-visible diffuse reflectance spectra},
   Journal = {Applied Optics},
   Volume = {45},
   Number = {19},
   Pages = {4776 -- 4790},
   Year = {2006},
   Month = {July},
   ISSN = {0003-6935},
   Abstract = {A method for estimating the optical properties of
             two-layered media (such as squamous epithelial tissue) over
             a range of wavelengths in the ultraviolet-visible spectrum
             is proposed and tested with Monte Carlo modeling. The method
             first used a fiber-optic probe with angled illumination and
             the collection fibers placed at a small separation ($<$= 300
             mu m) to restrict the transport of detected light to the top
             layer. A Monte Carlo-based inverse model for a homogeneous
             medium was employed to estimate the top layer optical
             properties from the measured diffuse reflectance spectrum.
             Then a flat-tip probe with a large source-detector
             separation ($>$= 1000 mu m) was used to detect diffuse
             reflectance preferentially from the bottom layer. A second
             Monte Carlo-based inverse model for a two-layered medium was
             applied to estimate the bottom layer optical properties, as
             well as the top layer thickness, given that the top layer
             optical properties have been estimated. The results of Monte
             Carlo validation show that this method works well for an
             epithelial tissue model with a top layer thickness ranging
             from 200 to 500 mu m. For most thicknesses within this
             range, the absorption coefficients were estimated to within
             15\% of the true values, the reduced scattering coefficients
             were estimated to within 20\% and the top layer thicknesses
             were estimated to within 20\%. The application of a variance
             reduction technique to the Monte Carlo modeling proved to be
             effective in improving the accuracy with which the optical
             properties are estimated. (c) 2006 Optical Society of
             America.},
   Key = {Liu06}
}

@booklet{Gill06,
   Author = {E. M. Gill and C. A. Ivarie and K. W. Eliceiri and N.
             Ramanujam and J. G. White and B. L. Allen-hoffmann},
   Title = {Imaging human stratified squamous epithelia using nonlinear
             optical microscopy},
   Journal = {Journal Of Investigative Dermatology},
   Volume = {126},
   Year = {2006},
   Month = {April},
   ISSN = {0022-202X},
   Key = {Gill06}
}

@booklet{Palmer06,
   Author = {G. M. Palmer and N. Ramanujam},
   Title = {Monte Carlo-based inverse model for calculating tissue
             optical properties. Part I: Theory and validation on
             synthetic phantoms},
   Journal = {Applied Optics},
   Volume = {45},
   Number = {5},
   Pages = {1062 -- 1071},
   Year = {2006},
   Month = {February},
   ISSN = {0003-6935},
   Abstract = {A flexible and fast Monte Carlo-based model of diffuse
             reflectance has been developed for the extraction of the
             absorption and scattering properties of turbid media, such
             as human tissues. This method is valid for a wide range of
             optical properties and is easily adaptable to existing probe
             geometries, provided a single phantom calibration
             measurement is made. A condensed Monte Carlo method was used
             to speed up the for-ward simulations. This model was
             validated by use of two sets of liquid-tissue phantoms
             containing Nigrosin or hemoglobin as absorbers and
             polystyrene spheres as scatterers. The phantoms had a wide
             range of absorption (0-20 cm(-1)) and reduced scattering
             coefficients (7-33 cm(-1)). Mie theory and a
             spectrophotometer were used to determine the absorption and
             reduced scattering coefficients of the phantoms. The diffuse
             reflectance spectra of the phantoms were measured over a
             wavelength range of 350-850 nm. It was found that optical
             properties could be extracted from the experimentally
             measured diffuse reflectance spectra with an average error
             of 3\% or less for phantoms containing hemoglobin and 12\%
             or less for phantoms containing Nigrosin. (c) 2006 Optical
             Society of America.},
   Key = {Palmer06}
}

@booklet{Palmer06a,
   Author = {G. M. Palmer and C. F. Zhu and T. M. Breslin and F. S. Xu and K. W. Gilchrist and N. Ramanujam},
   Title = {Monte Carlo-based inverse model for calculating tissue
             optical properties. Part II: Application to breast cancer
             diagnosis},
   Journal = {Applied Optics},
   Volume = {45},
   Number = {5},
   Pages = {1072 -- 1078},
   Year = {2006},
   Month = {February},
   ISSN = {0003-6935},
   Abstract = {The Monte Carlo-based inverse model of diffuse reflectance
             described in part I of this pair of companion papers was
             applied to the diffuse reflectance spectra of a set of 17
             malignant and 24 normal-benign ex vivo human breast tissue
             samples. This model allows extraction of physically
             meaningful tissue parameters, which include the
             concentration of absorbers and the size and density of
             scatterers present in tissue. It was assumed that intrinsic
             absorption could be attributed to oxygenated and
             deoxygenated hemoglobin and beta-carotene, that scattering
             could be modeled by spheres of a uniform size distribution,
             and that the refractive indices of the spheres and the
             surrounding medium are known. The tissue diffuse reflectance
             spectra were evaluated over a wavelength range of 400-600
             nm. The extracted parameters that showed the statistically
             most significant differences between malignant and
             nonmalignant breast tissues were hemoglobin saturation and
             the mean reduced scattering coefficient. Malignant tissues
             showed decreased hemoglobin saturation and an increased mean
             reduced scattering coefficient compared with nonmalignant
             tissues. A support vector machine classification algorithm
             was then used to classify a sample as malignant or
             nonmalignant based on these two extracted parameters and
             produced a cross-validated sensitivity and specificity of
             82\% and 92\%, respectively. (c) 2006 Optical Society of
             America.},
   Key = {Palmer06a}
}

@booklet{Chiles06,
   Author = {S. Chiles and K. Roldan-perez and K. Riching and G. Palmer and N. Ramanujam},
   Title = {Effect of optical clearing agents on the optical properties
             of squamous epithelial tissue},
   Journal = {Lasers In Surgery And Medicine},
   Year = {2006},
   ISSN = {0196-8092},
   Key = {Chiles06}
}

@article{9133480,
   Author = {Quan Liu and Ramanujam, N.},
   Title = {Sequential estimation of optical properties of a two-layered
             epithelial tissue model from depth-resolved
             ultraviolet-visible diffuse reflectance spectra},
   Journal = {Appl. Opt. (USA)},
   Volume = {45},
   Number = {19},
   Pages = {4776 - 90},
   Year = {2006},
   url = {http://dx.doi.org/10.1364/AO.45.004776},
   Keywords = {absorption coefficients;bio-optics;biological
             tissues;cancer;cellular biophysics;fibre optic sensors;Monte
             Carlo methods;patient diagnosis;physiological
             models;reflectivity;ultraviolet spectra;visible
             spectra;},
   Abstract = {A method for estimating the optical properties of
             two-layered media (such as squamous epithelial tissue) over
             a range of wavelengths in the ultraviolet-visible spectrum
             is proposed and tested with Monte Carlo modeling. The method
             first used a fiber-optic probe with angled illumination and
             the collection fibers placed at a small separation (&les;300
             &mu;m) to restrict the transport of detected light to the
             top layer. A Monte Carlo-based inverse model for a
             homogeneous medium was employed to estimate the top layer
             optical properties from the measured diffuse reflectance
             spectrum. Then a flat-tip probe with a large source-detector
             separation (&ges;1000 &mu;m) was used to detect diffuse
             reflectance preferentially from the bottom layer. A second
             Monte Carlo-based inverse model for a two-layered medium was
             applied to estimate the bottom layer optical properties, as
             well as the top layer thickness, given that the top layer
             optical properties have been estimated. The results of Monte
             Carlo validation show that this method works well for an
             epithelial tissue model with a top layer thickness ranging
             from 200 to 500 &mu;m. For most thicknesses within this
             range, the absorption coefficients were estimated to within
             15% of the true values, the reduced scattering coefficients
             were estimated to within 20% and the top layer thicknesses
             were estimated to within 20%. The application of a variance
             reduction technique to the Monte Carlo modeling proved to be
             effective in improving the accuracy with which the optical
             properties are estimated},
   Key = {9133480}
}

@article{8915044,
   Author = {Palmer, G.M. and Ramanujam, N.},
   Title = {Monte Carlo-based inverse model for calculating tissue
             optical properties. Part I: Theory and validation on
             synthetic phantoms},
   Journal = {Appl. Opt. (USA)},
   Volume = {45},
   Number = {5},
   Pages = {1062 - 71},
   Year = {2006},
   url = {http://dx.doi.org/10.1364/AO.45.001062},
   Keywords = {absorption coefficients;bio-optics;biological
             tissues;calibration;light scattering;molecular
             biophysics;Monte Carlo methods;phantoms;physiological
             models;proteins;reflectivity;spectrophotometry;turbidity;},
   Abstract = {A flexible and fast Monte Carlo-based model of diffuse
             reflectance has been developed for the extraction of the
             absorption and scattering properties of turbid media, such
             as human tissues. This method is valid for a wide range of
             optical properties and is easily adaptable to existing probe
             geometries, provided a single phantom calibration
             measurement is made. A condensed Monte Carlo method was used
             to speed up the forward simulations. This model was
             validated by use of two sets of liquid-tissue phantoms
             containing Nigrosin or hemoglobin as absorbers and
             polystyrene spheres as scatterers. The phantoms had a wide
             range of absorption (0-20 cm<sup>-1</sup>) and reduced
             scattering coefficients (7-33 cm<sup>-1</sup>). Mie theory
             and a spectrophotometer were used to determine the
             absorption and reduced scattering coefficients of the
             phantoms. The diffuse reflectance spectra of the phantoms
             were measured over a wavelength range of 350-850 nm. It was
             found that optical properties could be extracted from the
             experimentally measured diffuse reflectance spectra with an
             average error of 3% or less for phantoms containing
             hemoglobin and 12% or less for phantoms containing
             Nigrosin},
   Key = {8915044}
}

@article{8915045,
   Author = {Palmer, G.M. and Changfang Zhu and Breslin, T.M. and Fushen
             Xu and Gilchrist, K.W. and Ramanujam, N.},
   Title = {Monte Carlo-based inverse model for calculating tissue
             optical properties. Part II: Application to breast cancer
             diagnosis},
   Journal = {Appl. Opt. (USA)},
   Volume = {45},
   Number = {5},
   Pages = {1072 - 8},
   Year = {2006},
   url = {http://dx.doi.org/10.1364/AO.45.001072},
   Keywords = {bio-optics;biological organs;biological tissues;cancer;gynaecology;light
             scattering;molecular biophysics;Monte Carlo
             methods;oxygen;patient diagnosis;physiological
             models;proteins;reflectivity;refractive index;support vector
             machines;},
   Abstract = {For Part I see ibid., Vol. 45, pp. 1062-71 (2006). The Monte
             Carlo-based inverse model of diffuse reflectance described
             in Part I of this pair of companion papers was applied to
             the diffuse reflectance spectra of a set of 17 malignant and
             24 normal-benign ex vivo human breast tissue samples. This
             model allows extraction of physically meaningful tissue
             parameters, which include the concentration of absorbers and
             the size and density of scatterers present in tissue. It was
             assumed that intrinsic absorption could be attributed to
             oxygenated and deoxygenated hemoglobin and beta-carotene,
             that scattering could be modeled by spheres of a uniform
             size distribution, and that the refractive indices of the
             spheres and the surrounding medium are known. The tissue
             diffuse reflectance spectra were evaluated over a wavelength
             range of 400-600 nm. The extracted parameters that showed
             the statistically most significant differences between
             malignant and nonmalignant breast tissues were hemoglobin
             saturation and the mean reduced scattering coefficient.
             Malignant tissues showed decreased hemoglobin saturation and
             an increased mean reduced scattering coefficient compared
             with nonmalignant tissues. A support vector machine
             classification algorithm was then used to classify a sample
             as malignant or nonmalignant based on these two extracted
             parameters and produced a cross-validated sensitivity and
             specificity of 82% and 92%, respectively},
   Key = {8915045}
}

@article{8416441,
   Author = {Changfang Zhu and Palmer, G.M. and Breslin, T.M. and Fushen
             Xu and Ramanujam, N.},
   Title = {Use of a multiseparation fiber optic probe for the optical
             diagnosis of breast cancer},
   Journal = {J. Biomed. Opt. (USA)},
   Volume = {10},
   Number = {2},
   Pages = {24032 - 1},
   Year = {2005},
   url = {http://dx.doi.org/10.1117/1.1897398},
   Keywords = {biomedical optical imaging;cancer;fibre optic
             sensors;fluorescence spectroscopy;gynaecology;optical design
             techniques;statistical analysis;tumours;ultraviolet
             spectroscopy;visible spectroscopy;},
   Abstract = {We explore the effects of the illumination and collection
             geometry on optical spectroscopic diagnosis of breast
             cancer. Fluorescence and diffuse reflectance spectroscopy in
             the UV-visible spectral range are made with a
             multiseparation probe at three illumination-collection
             separations of 735, 980, and 1225 &mu;m, respectively, from
             13 malignant and 34 nonmalignant breast tissues. Statistical
             analysis is carried out on two types of data inputs: (1) the
             fluorescence and diffuse reflectance spectra recorded at
             each of the three illumination-collection separations and
             (2) the integrated fluorescence (at each excitation
             wavelength) or diffuse reflectance over the entire spectrum
             at all three illumination-collection separations. The
             results show that using the integrated fluorescence
             intensities recorded at a single excitation wavelength at
             all three illumination-collection separations can
             discriminate malignant from nonmalignant breast tissues with
             similar classification accuracy to that using spectral data
             measured at several excitation wavelengths with a single
             illumination-collection separation. These findings have
             significant implications with respect to the design of an
             optical system for breast cancer diagnosis. Examining the
             intensity attenuation at a single wavelength rather than
             spectral intensities at multiple wavelengths can
             significantly reduce the measurement and data processing
             time in a clinical setting as well as the cost and
             complexity of the optical system},
   Key = {8416441}
}

@article{7772812,
   Author = {Palmer, G.M. and Changfang Zhu and Breslin, T.M. and Fushen
             Xu and Gilchrist, K.W. and Ramanujam, N.},
   Title = {Comparison of multiexcitation fluorescence and diffuse
             reflectance spectroscopy for the diagnosis of breast cancer
             (March 2003)},
   Journal = {IEEE Trans. Biomed. Eng. (USA)},
   Volume = {50},
   Number = {11},
   Pages = {1233 - 42},
   Year = {2003},
   url = {http://dx.doi.org/10.1109/TBME.2003.818488},
   Keywords = {bio-optics;biological organs;cancer;fluorescence
             spectroscopy;gynaecology;learning automata;medical signal
             processing;pattern classification;principal component
             analysis;reflectivity;spectral analysis;tumours;ultraviolet
             spectroscopy;},
   Abstract = {Nonmalignant (n = 36) and malignant (n = 20) tissue samples
             were obtained from breast cancer and breast reduction
             surgeries. These tissues were characterized using multiple
             excitation wavelength fluorescence spectroscopy and diffuse
             reflectance spectroscopy in the ultraviolet-visible
             wavelength range, immediately after excision. Spectra were
             then analyzed using principal component analysis (PCA) as a
             data reduction technique. PCA was performed on each
             fluorescence spectrum, as well as on the diffuse reflectance
             spectrum individually, to establish a set of principal
             components for each spectrum. A Wilcoxon rank-sum test was
             used to determine which principal components show
             statistically significant differences between malignant and
             nonmalignant tissues. Finally, a support vector machine
             (SVM) algorithm was utilized to classify the samples based
             on the diagnostically useful principal components.
             Cross-validation of this nonparametric algorithm was carried
             out to determine its classification accuracy in an unbiased
             manner. Multiexcitation fluorescence spectroscopy was
             successful in discriminating malignant and nonmalignant
             tissues, with a sensitivity and specificity of 70% and 92%,
             respectively. The sensitivity (30%) and specificity (78%) of
             diffuse reflectance spectroscopy alone was significantly
             lower. Combining fluorescence and diffuse reflectance
             spectra did not improve the classification accuracy of an
             algorithm based on fluorescence spectra alone. The
             fluorescence excitation-emission wavelengths identified as
             being diagnostic from the PCA-SVM algorithm suggest that the
             important fluorophores for breast cancer diagnosis are most
             likely tryptophan, NAD(P)H and flavoproteins},
   Key = {7772812}
}

@article{03447706844,
   Author = {Palmer, Gregory M. and Ramanujam, Nirmala},
   Title = {Diagnosis of Breast Cancer Using Optical
             Spectroscopy},
   Journal = {Medical Laser Application},
   Volume = {18},
   Number = {3},
   Pages = {233 - 248},
   Year = {2003},
   Keywords = {Tumors;Diagnosis;Fluorescence;Spectroscopic
             analysis;},
   Abstract = {Fluorescence and diffuse reflectance spectroscopy have shown
             great promise in diagnosing cancer at a number of organ
             sites, including the cervix, bronchus, and colon. Recent
             research has also found that similar techniques, when
             applied to the breast, can provide fast, accurate diagnosis
             of breast cancer. An additional avenue of research has
             focused on investigating the biological basis of
             spectroscopic differences seen in tissue. This manuscript
             serves as a review of these recent studies, as well as
             providing an outline of future work yet to be accomplished
             to further the use of these techniques as a clinical
             tool.},
   Key = {03447706844}
}

@article{7584693,
   Author = {Changfang Zhu and Quan Liu and Ramanujam,
             N.},
   Title = {Effect of fiber optic probe geometry on depth-resolved
             fluorescence measurements from epithelial tissues: a Monte
             Carlo simulation},
   Journal = {J. Biomed. Opt. (USA)},
   Volume = {8},
   Number = {2},
   Pages = {237 - 47},
   Year = {2003},
   url = {http://dx.doi.org/10.1117/1.1559058},
   Keywords = {biological tissues;fibre optic sensors;fluorescence;Monte
             Carlo methods;physiological models;probes;},
   Abstract = {Developing fiber optic probe geometries to selectively
             measure fluorescence spectra from different sublayers within
             human epithelial tissues will potentially improve the
             endogenous fluorescence contrast between neoplastic and
             nonneoplastic tissues. In this study, two basic fiber optic
             probe geometries, which are called the variable aperture
             (VA) and multidistance (MD) approaches, are compared for
             depth-resolved fluorescence measurements from human cervical
             epithelial tissues. The VA probe has completely overlapping
             illumination and collection areas with variable diameters,
             while the MD probe employs separate illumination and
             collection fibers with a fixed separation between them.
             Monte Carlo simulation results show that the total
             fluorescence detected is significantly higher for the VA
             probe geometry, while the probing depth is significantly
             greater for the MD probe geometry. An important observation
             is that the VA probe is more sensitive to the epithelial
             layer, while the MD probe is more sensitive to the stromal
             layer. The effect of other factors, including numerical
             aperture (NA) and tissue optical properties on the
             fluorescence measurements with VA and MD probe geometries,
             are also evaluated. The total fluorescence detected with
             both probe geometries significantly increases when the fiber
             NA is changed from 0.22 to 0.37. The sensitivity to
             different sublayers is found to be strongly dependent on the
             tissue optical properties. The simulation results are used
             to design a simple fiber optic probe that combines both the
             VA and MD geometries to enable fluorescence measurements
             from the different sublayers within human epithelial
             tissues},
   Key = {7584693}
}

@article{7584692,
   Author = {Quan Liu and Changfang Zhu and Ramanujam,
             N.},
   Title = {Experimental validation of Monte Carlo modeling of
             fluorescence in tissues in the UV-visible
             spectrum},
   Journal = {J. Biomed. Opt. (USA)},
   Volume = {8},
   Number = {2},
   Pages = {223 - 36},
   Year = {2003},
   url = {http://dx.doi.org/10.1117/1.1559057},
   Keywords = {absorption coefficients;biological tissues;digital
             simulation;fibre optic sensors;fluorescence;light
             scattering;Monte Carlo methods;phantoms;physiological
             models;reflectivity;turbidity;},
   Abstract = {The goal of the work is to experimentally verify Monte Carlo
             modeling of fluorescence and diffuse reflectance
             measurements in turbid, tissue phantom models. In
             particular, two series of simulations and experiments, in
             which one optical parameter (absorption or scattering
             coefficient) is varied while the other is fixed, are carried
             out to assess the effect of the absorption coefficient
             (&mu;<sub>a</sub>) and scattering coefficient
             (&mu;<sub>s</sub>) on the fluorescence and diffuse
             reflectance measured from a turbid medium. Moreover,
             simulations and experiments are carried out for several
             fiber optic probe geometries that are designed to sample
             small tissue volumes. Additionally, a group of conversion
             expressions are derived to convert the optical properties
             and fluorescence quantum yield measured from tissue phantoms
             for use in Monte Carlo simulations. The conversions account
             for the differences between the definitions of the
             absorption coefficient and fluorescence quantum yield of
             fluorophores in a tissue phantom model and those in a Monte
             Carlo simulation. The results indicate that there is good
             agreement between the simulated and experimentally measured
             results in most cases. This dataset can serve as a
             systematic validation of Monte Carlo modeling of fluorescent
             light propagation in tissues. The simulations are carried
             out for a wide range of absorption and scattering
             coefficients as well as ratios of scattering coefficient to
             absorption coefficient, and thus would be applicable to
             tissue optical properties over a wide wavelength range
             (UV-visible/near infrared). The fiber optic probe geometries
             that are modeled in this study include those commonly used
             for measuring fluorescence from tissues in
             practice},
   Key = {7584692}
}

@article{7244180,
   Author = {Liu Quan and Ramanujam, N.},
   Title = {Relationship between depth of a target in a turbid medium
             and fluorescence measured by a variable-aperture
             method},
   Journal = {Opt. Lett. (USA)},
   Volume = {27},
   Number = {2},
   Pages = {104 - 6},
   Year = {2002},
   Keywords = {biological tissues;bioluminescence;biomedical
             imaging;cancer;fluorescence;Monte Carlo methods;},
   Abstract = {The relationship between the depth of a target in a turbid
             medium and the fluorescence ratio profile measured by use of
             illumination and collection apertures with variable
             diameters and the same optical path is shown. The forward
             problem was studied by Monte Carlo simulations of the
             propagation of fluorescent light through a theoretical model
             of a biologically relevant system for a range of aperture
             diameters. The curve of the fluorescence ratio as a function
             of the aperture diameter is characterized by a
             maximum/minimum point whose position shifts linearly with
             the depth of the target. Furthermore, the position of the
             maximum/minimum is observed to be insensitive to variations
             in the fluorescence efficiency and to the optical properties
             of the target layer or the entire medium},
   Key = {7244180}
}

@article{7153066,
   Author = {Yueqing Gu and Zhiyu Qian and Jinxian Chen and Blessington,
             D. and Ramanujam, N. and Chance, B.},
   Title = {High-resolution three-dimensional scanning optical image
             system for intrinsic and extrinsic contrast agents in
             tissue},
   Journal = {Rev. Sci. Instrum. (USA)},
   Volume = {73},
   Number = {1},
   Pages = {172 - 8},
   Year = {2002},
   url = {http://dx.doi.org/10.1063/1.1424907},
   Keywords = {biochemistry;biological tissues;bioluminescence;biomedical
             imaging;blood vessels;fluorescence;liver;medical image
             processing;proteins;tumours;visible spectroscopy;},
   Abstract = {This article presents the theory and development of a
             three-dimensional (3D) imaging instrument capable of
             determining the biochemical properties of tissue by
             measuring the absorption or fluorescence of different
             intrinsic and extrinsic agents simultaneously. A bifurcated
             optical fiber bundle, serving to deliver the excitation
             light and collect the emission or reflection light, scans
             over the flat tissue surface retrieving optical signals in
             each pixel. Two-dimensional (2D) images of a series of
             subsequent sections are obtained after signal conversion and
             processing to yield a 3D image. Manipulation of the scanning
             step and diameter size of the fibers within the bundle, the
             spatial resolution of the instrument attains a maximum of 40
             &times; 40 &times; 10 &mu;m<sup>3</sup>. The wavelength
             range is extended from ultraviolet to the near infrared
             (NIR) through specialized optical design, typically employed
             for the NIR extrinsic contrast agents study. The instrument
             is most applicable in situations involving the measurement
             of fluorescence or absorption at any specific wavelength
             within the spectrum range. Flavoprotein and nicotinamide
             adeine dinucleotide are the two typical intrinsic agents
             indicating the oxidization and reduction status of the
             tissue sample, with their fluorescence detected at
             wavelengths of 540 and 440 nm, respectively. Oxy and deoxy
             hemoglobin are two other significant intrinsic agents for
             evaluating the blood oxygenation saturation by recording
             their absorptions at two different wavelengths of 577 and
             546 nm. These intrinsic agents were measured in this study
             for comparison of biochemical properties of rat liver in
             different gas inhalation treatments. Indocyanine green, a
             NIR extrinsic contrast agent measured at wavelengths of 780
             nm/830 nm as excitation/emission can indicate blood pooling
             by displaying the distribution of blood vessels within a 9 L
             tumor. The advantage of high sensitivity, spatial
             resolution, and broad applied potentiality were demonstrated
             by the instrument during these experiments},
   Key = {7153066}
}

@article{01446711344,
   Author = {Cai, Y. and Ramanujam, N. and Morris, J.M. and Adali, T. and Lenner, G. and Puc, A.B. and Pilipetskii,
             A.},
   Title = {Performance limit of forward error correction codes in
             optical fiber communications},
   Journal = {Conference on Optical Fiber Communication, Technical Digest
             Series},
   Volume = {54},
   Number = {2},
   Pages = {2 - 1},
   Address = {Anaheim, CA},
   Year = {2001},
   Keywords = {Optical communication;Error correction;Light
             amplifiers;Statistical methods;Approximation
             theory;Probability;},
   Abstract = {We investigate performance limits of forward error
             correction codes in optically-amplified fiber channels with
             asymmetric channel statistics. We show that the binary
             symmetric channel approximation underestimates the maximum
             coding gain achievable in fiber communications.},
   Key = {01446711344}
}

@article{04328303793,
   Author = {Ramanujam, Nirmala and Richards-Kortum, Rebecca and Thomsen,
             Sharon and Mahadevan-Jansen, Anita and Follen, Michele and Chance, Britton},
   Title = {Low temperature fluorescence imaging of freeze-trapped human
             cervical tissues},
   Journal = {Optics Express},
   Volume = {8},
   Number = {6},
   Pages = {335 - 343},
   Year = {2001},
   Keywords = {Low temperature effects;Freezing;Tissue;Plastics;Microstructure;Spectroscopic
             analysis;},
   Abstract = {We characterized the fluorescence intensity distribution
             within the epithelia and stroma of frozen human cervical
             tissues at the following excitation-emission wavelength
             pairs: 440, 525 nm and 365, 460 nm. The intensities at both
             excitation-emission wavelength pairs are significantly lower
             in the epithelia of severely dysplastic tissues, relative to
             that in normal and inflammatory tissues. Furthermore, there
             are small differences in (1) the epithelial intensity of
             severe dysplasia and mild dysplasia at 440, 525 nm and (2)
             the stromal intensity of inflammatory and severely
             dysplastic tissues at 365, 460 nm. A comparison of the ratio
             of intensities at 440, 525 nm and 365, 460 nm between the
             epithelia of each tissue type indicates that this ratio is
             lowest in severely dysplastic tissues. It is interesting to
             note that the epithelial and stromal intensities are
             comparable at 365, 460 nm; however, at 440, 525 nm, the
             epithelial intensity is more than a factor of two less that
             that of the stroma for all tissue types. &copy; 2001 Optical
             Society of America.},
   Key = {04328303793}
}

@article{7269715,
   Author = {Vishnoi, G. and Choe, R. and Ramanujam, N. and Rode, M.E. and Chance, B.},
   Title = {On-line monitoring of oxy- and deoxy-hemoglobin using near
             infra-red spectroscopic techniques},
   Journal = {Proc. SPIE - Int. Soc. Opt. Eng. (USA)},
   Volume = {4417},
   Pages = {493 - 9},
   Address = {Calcutta, India},
   Year = {2001},
   url = {http://dx.doi.org/10.1117/12.441341},
   Keywords = {bio-optics;blood;infrared spectroscopy;light
             scattering;oximetry;patient monitoring;proteins;real-time
             systems;spectrochemical analysis;turbidity;},
   Abstract = {Describes the design, development and characterization of a
             dual wavelength, phase modulated device in the near infrared
             region which can be used for real time monitoring of oxy-
             and deoxy-hemoglobin. The device measures amplitude and
             phase which can be employed in the diffusion equation for a
             homogeneous semi-infinite medium to obtain the concentration
             of oxy- and deoxy-hemoglobin of the sample},
   Key = {7269715}
}

@article{6926664,
   Author = {Ramanujam, N. and Richards-Kortum, R. and Thomsen, S. and Mahadevan-Jansen, A. and Follen, M. and Chance,
             B.},
   Title = {Low temperature fluorescence imaging of freeze-trapped human
             cervical tissues},
   Journal = {Opt. Express (USA)},
   Volume = {8},
   Number = {6},
   Year = {2001},
   Keywords = {biological tissues;biomedical imaging;cancer;cryogenics;fluorescence;spectral
             line intensity;},
   Abstract = {We characterized the fluorescence intensity distribution
             within the epithelia and stroma of frozen human cervical
             tissues at the following excitation-emission wavelength
             pairs: 440, 525 nm and 365, 460 nm. The intensities at both
             excitation-emission wavelength pairs are significantly lower
             in the epithelia of severely dysplastic tissues, relative to
             that in normal and inflammatory tissues. Furthermore, there
             are small differences in (I) the epithelial intensity of
             severe dysplasia and mild dysplasia at 440, 525 nm and (2)
             the stromal intensity of inflammatory and severely
             dysplastic tissues at 365, 460 nm. A comparison of the ratio
             of intensities at 440, 525 nm and 365, 460 nm between the
             epithelia of each tissue type indicates that this ratio is
             lowest in severely dysplastic tissues. It is interesting to
             note that the epithelial and stromal intensities are
             comparable at 365, 460 nm; however, at 440, 525 nm, the
             epithelial intensity is more than a factor of two less that
             that of the stroma for all tissue types},
   Key = {6926664}
}

@article{6728179,
   Author = {Kidorf, H. and Ramanujam, N. and Hayee, I. and Nissov, M. and Cai, J.-X. and Pedersen, B. and Puc, A. and Rivers,
             C.},
   Title = {Performance improvement in high capacity, ultra-long
             distance, WDM systems using forward error correction
             codes},
   Journal = {Optical Fiber Communication Conference. Technical Digest
             Postconference Edition. Trends in Optics and Photonics
             Vol.37 (IEEE Cat. No. 00CH37079)},
   Volume = {vol.3},
   Pages = {274 - 6},
   Address = {Baltimore, MD, USA},
   Year = {2000},
   url = {http://dx.doi.org/10.1109/OFC.2000.868589},
   Keywords = {forward error correction;Monte Carlo methods;optical fibre
             communication;Reed-Solomon codes;telecommunication
             channels;wavelength division multiplexing;},
   Abstract = {We present a performance study of a forward error correction
             (FEC) code using theoretical models, Monte-Carlo computer
             simulations, and a long-haul WDM transmission experiment.
             With a 14% redundancy code, the Q-factor was increased by
             6.2 dB for both linear and non-linear impairments},
   Key = {6728179}
}

@article{7068360,
   Author = {Ramanujam, N. and Lifeng Li and Burke, J.J.},
   Title = {A novel design technique for mode control in multilayer
             waveguides},
   Journal = {Trends in Optics and Photonics. Integrated Photonics
             Research. Vol.45. Technical Digest. Postconference
             Edition},
   Pages = {165 - 7},
   Address = {Quebec, Que., Canada},
   Year = {2000},
   Keywords = {birefringence;integrated optics;lithium compounds;optical
             design techniques;optical dispersion;optical harmonic
             generation;optical multilayers;optical waveguide
             theory;potassium compounds;titanium compounds;},
   Abstract = {The phase shift upon reflection from interfaces can be used
             to control propagation characteristics such as mode profile
             and chromatic dispersion. We demonstrate this in the case of
             efficient second harmonic generation in diffused channel
             waveguides. It has been shown that SHG efficiency can be
             increased by as much as 37 % and 78 % in KTP and
             LiTaO<sub>3</sub> waveguides respectively, with
             specially-designed overlays. This design technique can be
             extended to compensation of birefringence-induced effects as
             well},
   Key = {7068360}
}

@article{6686566,
   Author = {Jacques, S.L. and Ramanujam, N. and Vishnoi, G. and Choe, R. and Chance, B.},
   Title = {Modeling photon transport in transabdominal fetal
             oximetry},
   Journal = {J. Biomed. Opt. (USA)},
   Volume = {5},
   Number = {3},
   Pages = {277 - 82},
   Year = {2000},
   url = {http://dx.doi.org/10.1117/1.429996},
   Keywords = {bio-optics;brain;obstetrics;oximetry;paediatrics;patient
             monitoring;perturbation theory;},
   Abstract = {The possibility of optical oximetry of the blood in the
             fetal brain measured across the maternal abdomen just prior
             to birth is under investigation. Such measurements could
             detect fetal distress prior to birth and aid in the clinical
             decision regarding Cesarean section. This paper uses a
             perturbation method to model photon transport through an
             8-cm-diam fetal brain located at a constant 2.5 cm below a
             curved maternal abdominal surface with an air/tissue
             boundary. In the simulation, a near-infrared light source
             delivers light to the abdomen and a detector is positioned
             up to 10 cm from the source along the arc of the abdominal
             surface. The light transport [W/cm<sup>2</sup> fluence rate
             per W incident power] collected at the 10 cm position is
             T<sub>m</sub>=2.2&times;10<sup>-6</sup> cm<sup>-2</sup> if
             the fetal brain has the same optical properties as the
             mother and T<sub>f</sub>=1.0&times;10<sup>-6</sup>
             cm<sup>-2</sup> for an optically perturbing fetal brain with
             typical brain optical properties. The perturbation
             P=(T<sub>f</sub>-T<sub>m</sub>)/T<sub>m</sub> is -53% due to
             the fetal brain. The model illustrates the challenge and
             feasibility of transabdominal oximetry of the fetal
             brain},
   Key = {6686566}
}

@article{6686550,
   Author = {Vishnoi, G. and Hielscher, A.H. and Ramanujam, N. and Chance, B.},
   Title = {Photon migration through fetal head in utero
             using continuous wave, near-infrared spectroscopy:
             development and evaluation of experimental and numerical
             models},
   Journal = {J. Biomed. Opt. (USA)},
   Volume = {5},
   Number = {2},
   Pages = {163 - 72},
   Year = {2000},
   url = {http://dx.doi.org/10.1117/1.429983},
   Keywords = {biomedical imaging;biomedical measurement;finite difference
             methods;infrared spectroscopy;physiological
             models;},
   Abstract = {In this work experimental tissue phantoms and numerical
             models were developed to estimate photon migration through
             the fetal head <i>in</i> <i>utero</i>. The tissue phantoms
             incorporate a fetal head within an amniotic fluid sac
             surrounded by a maternal tissue layer. A continuous wave,
             dual-wavelength (&lambda;=760 and 850 nm) spectrometer was
             employed to make near-infrared measurements on the tissue
             phantoms for various source-detector separations, fetal-head
             positions, and fetal-head optical properties. In addition,
             numerical simulations of photon propagation were performed
             with finite-difference algorithms that provide solutions to
             the equation of radiative transfer as well as the diffusion
             equation. The simulations were compared with measurements on
             tissue phantoms to determine the best numerical model to
             describe photon migration through the fetal head <i>in</i>
             <i>utero</i>. Evaluation of the results indicates that
             tissue phantoms in which the contact between fetal head and
             uterine wall is uniform best simulates the fetal head
             <i>in</i> <i>utero</i> for near-term pregnancies.
             Furthermore, we found that maximum sensitivity to the head
             can be achieved if the source of the probe is positioned
             directly above the fetal head. By optimizing the
             source-detector separation, the signal originating from
             photons that have traveled through the fetal head can
             drastically be increased},
   Key = {6686550}
}

@article{6686545,
   Author = {Ramanujam, N. and Vishnoi, G. and Hielscher, A. and Rode, M. and Forouzan, I. and Chance, B.},
   Title = {Photon migration through fetal head in utero
             using continuous wave, near infrared spectroscopy: clinical
             and experimental model studies},
   Journal = {J. Biomed. Opt. (USA)},
   Volume = {5},
   Number = {2},
   Pages = {173 - 84},
   Year = {2000},
   url = {http://dx.doi.org/10.1117/1.429984},
   Keywords = {bio-optics;biomedical measurement;infrared
             spectroscopy;obstetrics;},
   Abstract = {Near infrared (NIR) measurements were made from the maternal
             abdomen (clinical studies) and laboratory tissue phantoms
             (experimental studies) to gain insight into photon migration
             through the fetal head <i>in</i> <i>utero</i>. Specifically,
             a continuous wave spectrometer was modified and employed to
             make NIR measurements at 760 and 850 nm, at a large (10 cm)
             and small (2.5/4 cm) source-detector separation,
             simultaneously, on the maternal abdomen, directly above the
             fetal head. A total of 19 patients were evaluated, whose
             average gestational age and fetal head depth, were 37 weeks
             &plusmn;3 and 2.25 cm &plusmn;0.7, respectively. At the
             large source-detector separation, the photons are expected
             to migrate through both the underlying maternal and fetal
             tissues before being detected at the surface, while at the
             short source-detector separation, the photons are expected
             to migrate primarily through the superficial maternal
             tissues before being detected. Second, similar NIR
             measurements were made on laboratory tissue phantoms, with
             variable optical properties and physical geometries. The
             variable optical properties were obtained using different
             concentrations of India ink and Intralipid in water, while
             the variable physical geometries were realized by employing
             glass containers of different shapes and sizes. Third, the
             NIR measurements, which were made on the laboratory tissue
             phantoms, were compared to the NIR measurements made on the
             maternal abdomen to determine which tissue phantom best
             simulates the photon migration path through the fetal head
             <i>in</i> <i>utero</i>. The results of the comparison were
             used to provide insight into the optical properties and
             physical geometry of the maternal and fetal tissues in the
             photon migration path},
   Key = {6686545}
}

@article{6533237,
   Author = {Natesan, S. and Ramanujam, N.},
   Title = {Booster method for singularly-perturbed one-dimensional
             reaction-diffusion Neumann problems},
   Journal = {J. Optim. Theory Appl. (USA)},
   Volume = {104},
   Number = {1},
   Pages = {175 - 94},
   Year = {2000},
   url = {http://dx.doi.org/10.1023/A:1004637024562},
   Keywords = {approximation theory;boundary-value problems;differential
             equations;finite difference methods;},
   Abstract = {A numerical method for singularly-perturbed self-adjoint
             boundary-value problems for second-order ordinary
             differential equations subject to Neumann boundary
             conditions is proposed. In this method (booster method), an
             asymptotic approximation is incorporated into a
             finite-difference scheme to improve the numerical solution.
             Uniform error estimates are derived for this method when
             implemented in known difference schemes. Numerical examples
             are presented to illustrate the present method},
   Key = {6533237}
}

@article{99020017723,
   Author = {Yazdi, Youseph and Ramanujam, Nirmala and Lotan, Reuben and Mitchell, Michele Follen and Hittelman, Walter and Richards-Kortum, Rebecca},
   Title = {Resonance Raman spectroscopy at 257 nm excitation of normal
             and malignant cultured breast and cervical
             cells},
   Journal = {Applied Spectroscopy},
   Volume = {53},
   Number = {1},
   Pages = {82 - 85},
   Year = {1999},
   url = {http://dx.doi.org/10.1366/0003702991945254},
   Keywords = {Ultraviolet spectroscopy;Oncology;Gynecology;Biochemistry;Cell
             culture;DNA;Laser applications;Spectrographs;Charge coupled
             devices;Cytology;},
   Abstract = {The sensitivity and selectivity of ultraviolet (UV)-excited
             resonance Raman spectroscopy indicate that this technique
             may be useful in studying certain biochemical changes in
             cells, especially changes in DNA that occur during the
             development of cancer. To determine whether this technique
             can distinguish normal from malignant cells, UV resonance
             Raman spectra at 257.26 nm excitation of suspensions of
             normal and malignant cultured breast and cervical samples
             were measured. Samples were excited using an intracavity
             doubled argon-ion laser, and the spectra were recorded with
             a single grating spectrograph and a liquid nitrogen-cooled
             charge-coupled device.},
   Key = {99020017723}
}

@article{6060639,
   Author = {Chance, B. and Cope, M. and Gratton, E. and Ramanujam, N. and Tromberg, B.},
   Title = {Phase measurement of light absorption and scatter in human
             tissue},
   Journal = {Rev. Sci. Instrum. (USA)},
   Volume = {69},
   Number = {10},
   Pages = {3457 - 81},
   Year = {1998},
   url = {http://dx.doi.org/10.1063/1.1149123},
   Keywords = {biomedical equipment;biomedical imaging;biomedical
             measurement;brain;demodulation;frequency-domain
             analysis;laser applications in medicine;light
             absorption;light scattering;muscle;optical tomography;phase
             locked loops;phase measurement;phase modulation;photodetectors;photon
             transport theory;reviews;},
   Abstract = {Analog and digital technologies are presented for precise
             measurement of propagation delay of photons from source and
             detector placed on portions of the human body. The goal of
             the apparatus design is to quantify absorption
             (&mu;<sub>a</sub>) and scattering (&mu;<sub>s</sub><sup>'</sup>)
             induced by biological pigments and biological structures,
             respectively. Body tissues are highly scattering with a mean
             distance between scatterers of less than a mm (at 700-850
             nm). Significant absorption is mainly due to 5%-10% of the
             tissue volume occupied by blood. Measurement of
             &mu;<sub>a</sub> and &mu;<sub>s</sub><sup>'</sup> is done by
             both time and frequency domain equipment. This article
             focuses upon frequency domain equipment because of its
             simplicity, reduced noise bandwidth, versatility, and the
             strong analogy to very high frequency/ultrahigh frequency
             communication devices, particularly those using phase
             modulation. Comparisons are made of homodyne and heterodyne
             systems together with evaluation of single and multiple side
             band systems, with particular emphasis on methods for
             multiplexed optical and radio frequencies by frequency
             encoding or time-sharing technologies. The applications of
             these phase modulation systems to quantitative brain and
             muscle blood oximetry, functional activity of the forebrain,
             and other important problems of medical science, are
             presented},
   Key = {6060639}
}

@article{98104412480,
   Author = {Mahadevan-Jansen, Anita and Mitchell, Michele Follen and Ramanujam, Nirmala and Malpica, Anais and Thomsen, Sharon and Richards-Kortum, Rebecca},
   Title = {Near-infrared Raman spectroscopy for in vitro detection of
             cervical precancers},
   Journal = {Photochemistry and Photobiology},
   Volume = {68},
   Number = {1},
   Pages = {123 -},
   Year = {1998},
   url = {http://dx.doi.org/10.1562/0031-8655(1998)068<0123:NIRSFV>2.3.CO;2},
   Key = {98104412480}
}

@article{98114473902,
   Author = {Mahadevan-Jansen, Anita and Mitchell, Michele Follen and Ramanujam, Nirmala and Utzinger, Urs and Richards-Kortum,
             Rebecca},
   Title = {Development of a fiber optic probe to measure NIR Raman
             spectra of cervical tissue in vivo},
   Journal = {Photochemistry and Photobiology},
   Volume = {68},
   Number = {3},
   Pages = {427 -},
   Year = {1998},
   url = {http://dx.doi.org/10.1562/0031-8655(1998)068<0427:DOAFOP>2.3.CO;2},
   Key = {98114473902}
}

@article{5997499,
   Author = {Ramanujam, N. and Du, C. and Ma, H.Y. and Chance,
             B.},
   Title = {Sources of phase noise in homodyne and heterodyne phase
             modulation devices used for tissue oximetry
             studies},
   Journal = {Rev. Sci. Instrum. (USA)},
   Volume = {69},
   Number = {8},
   Pages = {3042 - 54},
   Year = {1998},
   url = {http://dx.doi.org/10.1063/1.1149053},
   Keywords = {adjacent channel interference;biomedical
             electronics;biomedical equipment;biomedical
             measurement;demodulation;electro-optical modulation;laser
             applications in medicine;optical crosstalk;phase
             modulation;phase noise;photodetectors;shot
             noise;},
   Abstract = {The objective of this study was to characterize sources of
             phase noise in homodyne and heterodyne phase modulation
             devices (PMDs) used for tissue oximetry measurements. Each
             PMD incorporates a laser diode modulated at a radio
             frequency in the 50-200 MHz range, an optical detector and a
             homodyne/heterodyne phase sensitive detector. The intensity
             modulated light which propagates through tissue is
             attenuated and undergoes a phase shift, which reflects the
             mean time of flight of the photons through the tissue. The
             measured amplitude and phase can be used to determine
             hemoglobin saturation in tissues using equations based on
             diffusion theory. Four studies were performed to
             characterize the sources of phase noise. First, the signal
             to noise ratio was characterized to determine if the PMDs
             are operating at the shot noise or detector noise limit.
             Second, the accuracy of the three PMDs for measuring phase
             shifts in tissue were compared by using them to measure the
             phase shift as a function of path length change in air, at a
             constant amplitude, and at signal to noise ratios comparable
             to that measured from tissue. The third source of noise
             measured was the phase shift that results from optical
             attenuation of the signal (phase-amplitude cross talk) at a
             constant path length, to characterize intensity dependent
             phase shifts in the PMDs. Finally, the interchannel
             interference of a dual wavelength PMD which uses radio
             frequency multiplexing to perform phase measurements at two
             wavelengths simultaneously was compared to that of a dual
             wavelength PMD which uses time multiplexing to perform phase
             measurements at two wavelengths serially to determine the
             effect of each on phase error},
   Key = {5997499}
}

@article{5994807,
   Author = {Tumer, K. and Ramanujam, N. and Ghosh, J. and Richards-Kortum, R.},
   Title = {Ensembles of radial basis function networks for
             spectroscopic detection of cervical precancer},
   Journal = {IEEE Trans. Biomed. Eng. (USA)},
   Volume = {45},
   Number = {8},
   Pages = {953 - 61},
   Year = {1998},
   url = {http://dx.doi.org/10.1109/10.704864},
   Keywords = {feedforward neural nets;fluorescence spectroscopy;laser
             applications in medicine;medical signal processing;multilayer
             perceptrons;spectral analysis;spectroscopy
             computing;statistical analysis;},
   Abstract = {The mortality related to cervical cancer can be
             substantially reduced through early detection and treatment.
             However, current detection techniques, such as Pap smear and
             colposcopy, fail to achieve a concurrently high sensitivity
             and specificity. In vivo fluorescence spectroscopy is a
             technique which quickly, noninvasively and quantitatively
             probes the biochemical and morphological changes that occur
             in precancerous tissue. A multivariate statistical algorithm
             was used to extract clinically useful information from
             tissue spectra acquired from 361 cervical sites from 95
             patients at 337-, 380-, and 460-nm excitation wavelengths.
             The multivariate statistical analysis was also employed to
             reduce the number of fluorescence excitation-emission
             wavelength pairs required to discriminate healthy tissue
             samples from precancerous tissue samples. The use of
             connectionist methods such as multilayered perceptrons,
             radial basis function (RBF) networks, and ensembles of such
             networks was investigated. RBF ensemble algorithms based on
             fluorescence spectra potentially provide automated and near
             real-time implementation of precancer detection in the hands
             of nonexperts. The results are more reliable, direct, and
             accurate than those achieved by either human experts or
             multivariate statistical algorithms},
   Key = {5994807}
}

@article{6097345,
   Author = {Trujillo, E.V. and Sandison, D.R. and Utzinger, U. and Ramanujam, N. and Mitchell, M.F. and Richards-Kortum,
             R.},
   Title = {Method to determine tissue fluorescence efficiency in vivo
             and predict signal-to-noise ratio for spectrometers},
   Journal = {Appl. Spectrosc. (USA)},
   Volume = {52},
   Number = {7},
   Pages = {943 - 51},
   Year = {1998},
   url = {http://dx.doi.org/10.1366/0003702981944751},
   Keywords = {biological effects of optical radiation;biological
             tissues;cancer;fluorescence;patient diagnosis;},
   Abstract = {Recent clinical trials have demonstrated the potential of
             fluorescence spectroscopy for in vivo diagnosis of
             pathology. There is significant potential to reduce the cost
             and complexity of instrumentation to measure tissue spectra;
             however, careful analysis is required to maximize
             performance and minimize cost. One measure of performance is
             the signal-to-noise ratio (SNR) off the resulting data. This
             paper describes a method to predict the SNR of a given
             optical design for a particular tissue application. In order
             to calculate the expected SNR, two pieces of information are
             required: (1) the throughput and inherent noise of the
             system and (2) a quantitative relationship between the
             illumination energy and the resulting tissue fluorescence
             available for collection, which we define as the tissue
             fluorescence efficiency (FE). We present a method to
             calculate the fluorescence efficiency of tissue from in vivo
             measurements of tissue fluorescence. We report FE
             measurements of the normal and precancerous human cervix in
             vivo at 337, 380, and 460 nm excitation. We also present and
             evaluate a method to estimate the throughput and noise of
             various spectrometers and predict the expected SNR for
             tissue spectra by using the measured tissue FE. For squamous
             cervical tissue, as the degree of the disease increases, FE
             decreases, and as the excitation wavelength increases, FE
             decreases, Cervical tissue FE varies more than two orders of
             magnitude, depending on the tissue type and on the
             excitation wavelength used. Our SNR calculations, based on
             measured values of tissue FE, demonstrate agreement within a
             factor of 1.3 of the measured SNR on average. This method
             can be used to estimate the performance of different
             spectrometer designs for clinical use},
   Key = {6097345}
}

@article{96113424305,
   Author = {Ramanujam, Nirmala and Mitchell, Michele Follen and Mahadevan-Jansen, Anita and Thomsen, Sharon L. and Staerkel,
             Gregg and Malpica, Anais and Wright, Thomas and Atkinson,
             Neely and Richards-Kortum, Rebecca},
   Title = {Cervical precancer detection using a multivariate
             statistical algorithm based on laser-induced fluorescence
             spectra at multiple excitation wavelengths},
   Journal = {Photochemistry and Photobiology},
   Volume = {64},
   Number = {4},
   Pages = {720 -},
   Year = {1996},
   Key = {96113424305}
}

@article{5349815,
   Author = {Richards-Kortum, R. and Mahadevan-Jansen, A. and Ramanujam,
             N.},
   Title = {Optical spectroscopy vs. the surgical suite [cancer
             detection]},
   Journal = {IEEE Circuits Devices Mag. (USA)},
   Volume = {12},
   Number = {4},
   Pages = {34 - 40},
   Year = {1996},
   url = {http://dx.doi.org/10.1109/101.526878},
   Keywords = {fluorescence spectroscopy;patient diagnosis;Raman
             spectroscopy;},
   Abstract = {A novel non-invasive technique for detecting cancer and
             precancer offers a viable adjunct to biopsies. Here, we
             summarize the principles of optical spectroscopy and present
             some of the highlights obtained with the successful
             application of fluorescence and Raman spectroscopy for
             cancer and precancer detection},
   Key = {5349815}
}

@article{95062742467,
   Author = {Mahadevan, Anita and Ramanujam, Nirmala and Mitchell,
             Michele F. M.D. and Malpica, Anais M.D. and Thomsen, Sharon
             L. M.D. and Richards-Kortum, Rebecca R.},
   Title = {Optical techniques for diagnosis of cervical precancers: a
             comparison of Raman and fluorescence spectroscopies},
   Journal = {Proceedings of SPIE - The International Society for Optical
             Engineering},
   Volume = {2388},
   Pages = {110 - 120},
   Address = {San Jose, CA, USA},
   Year = {1995},
   url = {http://dx.doi.org/10.1117/12.208469},
   Keywords = {Raman spectroscopy;Diagnosis;Infrared radiation;Fluorescence;Algorithms;Raman
             scattering;Tissue;Optimization;},
   Abstract = {In vivo fluorescence measurements were followed by in vitro
             NIR Raman measurements on 36 human cervical biopsies, 18
             with suspected cervical dysplasia. Fluorescence spectra
             collected at 337 and 460 nm excitation were used to develop
             a diagnostic algorithm to differentiate between normal and
             dysplastic tissues. Using a fluorescence algorithm optimized
             on another much larger data set, a sensitivity and
             specificity of 80% and 67% were observed for differentiating
             squamous intraepithelial lesions (SILs) from all other
             tissues for the 36 samples. In general, inflammation and
             metaplasia samples were misclassified at SILs in the larger
             sample set. A sensitivity and specificity of 57% and 100%
             were achieved for differentiating high grade from low grade
             SILs using a second fluorescence algorithm developed with a
             larger sample set. Using Raman scattering peaks observed at
             626 and 1070 cm<sup>-1</sup>, SILs could be separated from
             other tissues with a sensitivity and specificity of 88% and
             100% in an algorithm optimized on the data set consisting of
             the 36 samples from this study. In addition, inflammation
             and metaplasia samples are correctly separated from the
             SILs. The band at 1656 cm<sup>-1</sup> could differentiate
             both SILs from all other tissues as well as high grade from
             low grade lesions with a sensitivity of 91% and 88% and
             specificity of 86% and 100%, again using an algorithm
             optimized on the set of 36 samples. However, these
             encouraging results must be considered preliminary because
             of the small sample size. Performance of the fluorescence
             algorithm to differentiate SILs from squamous normals
             (sensitivity = 84%, specificity = 82%) was higher than was
             observed with a smaller data set when tested retrospectively
             on a larger prediction set of 237 samples.},
   Key = {95062742467}
}

@article{5040407,
   Author = {Jayakumar, J. and Ramanujam, N.},
   Title = {A computational method for solving quasilinear singular
             perturbation problems},
   Journal = {Appl. Math. Comput. (USA)},
   Volume = {71},
   Number = {1},
   Pages = {1 - 14},
   Year = {1995},
   url = {http://dx.doi.org/10.1016/0096-3003(94)00077-H},
   Keywords = {boundary-value problems;differential equations;finite
             difference methods;},
   Abstract = {A class of quasilinear, singularly-perturbed, two-point,
             boundary value problems for second-order, ordinary
             differential equations without interior turning points is
             considered. To solve these problems Newton's method of
             quasilinearization is adopted. Then the resultant linear
             problems are solved by a numerical method. This method is a
             combination of an exponentially-fitted finite difference
             method and a classical numerical method. Further, it is
             based on the boundary value technique generally used to
             solve singularly-perturbed boundary value problems. Error
             estimates for the numerical solution of linear problems are
             stated. Some examples are given to illustrate the
             method},
   Key = {5040407}
}

@article{4608911,
   Author = {Jayakumar, J. and Ramanujam, N.},
   Title = {A numerical method for singular perturbation problems
             arising in chemical reactor theory},
   Journal = {Comput. Math. Appl. (UK)},
   Volume = {27},
   Number = {5},
   Pages = {83 - 99},
   Year = {1994},
   url = {http://dx.doi.org/10.1016/0898-1221(94)90078-7},
   Keywords = {boundary-value problems;chemical reactions;chemical
             technology;differential equations;perturbation
             theory;},
   Abstract = {A class of singularly perturbed two point boundary value
             problems for second order ordinary differential equations
             with mixed boundary conditions, arising in chemical reactor
             theory is considered. In order to solve them, a numerical
             method is suggested, in which an exponentially fitted
             difference scheme is combined with classical numerical
             methods. The proposed method is distinguished by the
             following facts: first, the authors divide the given
             interval (the domain of definition of the differential
             equation) into two subintervals called outer and inner
             regions. Then, they solve the differential equation over
             both the regions as two point boundary value problems. The
             terminal boundary condition of the inner region is obtained
             using the zero order asymptotic expansion of the solution.
             Some numerical examples are given to illustrate the
             method},
   Key = {4608911}
}

@article{4636928,
   Author = {Durkin, A.J. and Jaikumar, S. and Ramanujam, N. and Richards-Kortum, R.},
   Title = {Relation between fluorescence spectra of dilute and turbid
             samples},
   Journal = {Appl. Opt. (USA)},
   Volume = {33},
   Number = {3},
   Pages = {414 - 23},
   Year = {1994},
   Keywords = {biological techniques and instruments;fluorescence;light
             scattering;visible spectra of organic molecules and
             substances;},
   Abstract = {We present a method to extend rank-annihilation-factor
             analysis (RAFA) for the analysis of fluorescence from
             homogeneous turbid samples. The method is based on a
             fundamental relationship between the fluorescence of a
             dilute solution and that of a turbid solution. We have
             derived this relationship, known as the transfer function,
             for turbid materials using the two-flux Kubelka-Munktheory
             theory. The method is tested with spectroscopic data from
             optically thin and turbid samples of the media of a human
             aorta. At 450-nm excitation, agreement between the measured
             and predicted dilute-solution fluorescence spectra is within
             5% at all emission wavelengths; at 340-nm excitation,
             agreement is within 20% at all wavelengths, with some
             residual Soret-band absorption. The simulations presented
             indicate that the transfer function is markedly more
             sensitive to absorption than to scattering
             properties},
   Key = {4636928}
}

@article{8409588,
   Author = {Lubawy, C. and Ramanujam, N.},
   Title = {Endoscopically compatible near-infrared photon migration
             probe},
   Journal = {Opt. Lett. (USA)},
   Volume = {29},
   Number = {17},
   Pages = {2022 - 4},
   Year = {1},
   Keywords = {absorption coefficients;bio-optics;biological
             organs;biological tissues;biomedical optical
             imaging;endoscopes;fibre optic sensors;gynaecology;infrared
             imaging;phantoms;sampling methods;},
   Abstract = {We have developed a 2.3-mm-diameter fiber-optic probe for
             near-infrared photon migration spectroscopy that can be
             inserted into the body through an endoscope or biopsy
             needle. This probe is specifically designed to be inserted
             into a core biopsy needle to facilitate optical sampling of
             lesions during breast needle biopsy. This probe was tested
             on tissue phantoms containing heterogeneities (to stimulate
             breast lesions) of various sizes and optical properties.
             Under the conditions tested, the probe can measure the
             absorption coefficient to within 30% for heterogeneities
             with radii as small as 10 mm},
   Key = {8409588}
}

@article{8379203,
   Author = {Quan Liu and Ramanujam, N.},
   Title = {Experimental proof of the feasibility of using an angled
             fiber-optic probe for depth-sensitive fluorescence
             spectroscopy of turbid media},
   Journal = {Opt. Lett. (USA)},
   Volume = {29},
   Number = {17},
   Pages = {2034 - 6},
   Year = {1},
   url = {http://dx.doi.org/10.1364/OL.29.002034},
   Keywords = {bio-optics;biomedical measurement;biomedical optical
             imaging;cancer;fibre optic sensors;fluorescence;Monte Carlo
             methods;phantoms;physiological models;skin;turbidity;},
   Abstract = {An angled fiber-optic probe that facilitates depth-sensitive
             fluorescence measurements was developed for enhancing
             detection of epithelial precancers. The probe was tested on
             solid, two-layered phantoms and proved to be effective in
             selectively detecting fluorescence from different layers.
             Specifically, a larger illumination angle provides greater
             sensitivity to fluorescence from the top layer as well as
             yielding an overall higher fluorescence signal. Monte Carlo
             simulations of a theoretical model of the phantoms
             demonstrate that increasing the illumination angle results
             in an increased excitation photon density and, thus, in
             increased fluorescence generated in the top
             layer},
   Key = {8379203}
}

@article{7032107,
   Author = {Ramanujam, N. and Jinxian Chen and Gossage, K. and Richards-Kortum, R. and Chance, B.},
   Title = {Fast and noninvasive fluorescence imaging of biological
             tissues in vivo using a flying-spot scanner},
   Journal = {IEEE Trans. Biomed. Eng. (USA)},
   Volume = {48},
   Number = {9},
   Pages = {1034 - 41},
   url = {http://dx.doi.org/10.1109/10.942594},
   Keywords = {biological tissues;biomedical imaging;cancer;fluorescence;laser
             applications in medicine;photomultipliers;},
   Abstract = {The authors have developed a flying-spot scanner (FSS), for
             fluorescence imaging of tissues in vivo. The FSS is based on
             the principles of single-pixel illumination and detection
             via a raster scanning technique. The principal components of
             the scanner are a laser light source, a pair of horizontal
             and vertical scanning mirrors to deflect the laser light in
             these respective directions on the tissue surface, and a
             photo multiplier tube (PMT) detector. This paper
             characterizes the performance of the FSS for fluorescence
             imaging of tissues in vivo. First, a signal-to-noise ratio
             (SNR) analysis is presented. This is followed by
             characterization of the experimental SNR, linearity and
             spatial resolution of the FSS. Finally, the feasibility of
             tissue fluorescence imaging is demonstrated using an animal
             model. In summary, the performance of the FSS is comparable
             to that of fluorescence-imaging systems based on multipixel
             illumination and detection. The primary advantage of the FSS
             is the order-of-magnitude reduction in the cost of the light
             source and detector. However, the primary disadvantage of
             the FSS its significantly slower frame rate (1 Hz). In
             applications where high frame rates are not critical, the
             FSS will represent a low-cost alternative to multichannel
             fluorescence imaging-systems},
   Key = {7032107}
}


%% Other   
@misc{fds195294,
   Author = {Kennedy S and Mueller J and Bydlon T and Brown JQ and Ramanujam
             N},
   Title = {Using wide-field quantitative diffuse reflectance
             spectroscopy in combination with high-resolution imaging for
             margin assessment},
   Journal = {Proc. of SPIE, Vol. 7890, San Francisco,
             CA.},
   Year = {2011},
   Key = {fds195294}
}

@misc{fds195295,
   Author = {Chang VTC and Merisier D and Yu B and Walmer D and Ramanujam
             N},
   Title = {Calibration Schemes of a Field-compatible Optical
             Spectroscopic System to Quantify Neovascular Changes in the
             Dysplastic Cervix},
   Journal = {Proc. of SPIE, Vol. 7890, San Francisco,
             CA.},
   Year = {2011},
   Key = {fds195295}
}

@misc{fds195296,
   Author = {Brown JQ and Bydlon TM and Kennedy SA and Geradts J and Wilke LG and Richards LM and Junker M and Gallagher J and Ramanujam
             N},
   Title = {Assessment of breast tumor margins via quantitative spectral
             reflectance imaging},
   Journal = {Invited paper, Biomedical Applications of Light Scattering
             IV, SPIE Photonics West - BIOS Conference Proceedings v.
             7573, San Francisco, CA.},
   Year = {2010},
   Key = {fds195296}
}

@misc{fds195297,
   Author = {Brown JQ and Yu B and Ramanujam N},
   Title = {Tissue-mimicking phantoms for system calibration and
             validation in Quantitative Diffuse Reflectance Spectroscopy
             (Q-DRS)},
   Journal = {Design and Performance Validation of Phantoms used in
             Conjunction with Optical Measurement of Tissue III, SPIE
             Photonics West - BIOS, San Francisco, CA.},
   Year = {2010},
   Key = {fds195297}
}

@article{9187405,
   Author = {Lazebnik, M. and Changfang Zhu and Palmer, G. and Harter, J. and Sewall, S. and Ramanujam, N. and Hagness,
             S.C.},
   Title = {Comparison of electromagnetic properties of normal breast
             tissue at optical and microwave frequencies},
   Journal = {2006 IEEE Antennas and Propagation Society International
             Symposium (IEEE Cat. No. 06CH37758C)},
   Pages = {397 -},
   Address = {Albuquerque, NM, USA},
   Year = {2006},
   Keywords = {cancer;infrared spectroscopy;medical signal
             processing;microwave measurement;microwave
             spectroscopy;},
   Abstract = {The goal of this study is to simultaneously perform
             microwave and optical spectroscopy measurements on normal
             tissue samples obtained from breast reduction surgeries and
             correlate the findings},
   Key = {9187405}
}

@article{7996335,
   Author = {Choe, R. and Durduran, T. and Guoqiang Yu and Nijland,
             M.J.M. and Nathanielsz, P.W. and Chance, B. and Yodh, A.G. and Ramanujam, N.},
   Title = {Noninvasive cerebral hemoglobin oxygenation quantification
             of fetal sheep under hypoxic stress in-utero using
             frequency-domain diffuse optical two-layer
             model},
   Journal = {Proc. SPIE - Int. Soc. Opt. Eng. (USA)},
   Volume = {4955},
   Number = {1},
   Pages = {379 - 87},
   Address = {San Jose, CA, USA},
   Year = {2003},
   url = {http://dx.doi.org/10.1117/12.478175},
   Keywords = {bio-optics;biological techniques;blood vessels;frequency-domain
             analysis;haemodynamics;infrared spectroscopy;oxygen;proteins;veterinary
             medicine;},
   Abstract = {A study using pregnant sheep was designed to simulate fetal
             hypoxia in order to investigate the ability of near-infrared
             spectroscopy (NIRS) to detect and quantify fetal hypoxia in
             utero. The near-infrared spectroscopic probe consisted of
             two detectors and six source positions. It was placed on the
             maternal ewe abdomen above the fetal head. The light sources
             were modulated at 70 MHz and frequency-encoded so that
             simultaneous measurements at 675, 786, 830 nm for each
             source position were possible. After the baseline
             measurements, fetal hypoxia was induced by blocking the
             aorta of pregnant ewe and thus compromising the blood supply
             to the uterus. Blood gas samples were concurrently drawn
             from the fetal brachial artery and jugular veins. Analysis
             of the diffuse optical data used a two-layer model to
             separate the maternal layer from the fetal head. The
             analysis also employed a priori spectral information about
             tissue chromophores. This approach provided good
             quantification of blood oxygenation changes, which
             correlated well with the blood gas analyses. By contrast the
             homogeneous model underestimated oxygenation changes during
             hypoxia},
   Key = {7996335}
}

@article{7748523,
   Author = {Ramanujam, N. and Palmer, G. and Breslin, T. and Gichrist,
             K.},
   Title = {Diagnosis of breast cancer using auto fluorescence and
             diffuse reflectance spectroscopy},
   Journal = {Conference Proceedings. Second Joint EMBS-BMES Conference
             2002. 24th Annual International Conference of the
             Engineering in Medicine and Biology Society. Annual Fall
             Meeting of the Biomedical Engineering Society (Cat.
             No.02CH37392)},
   Volume = {vol.3},
   Pages = {2279 - 80},
   Address = {Houston, TX, USA},
   Year = {2002},
   url = {http://dx.doi.org/10.1109/IEMBS.2002.1053281},
   Keywords = {bio-optics;biological organs;cancer;fluorescence
             spectroscopy;gynaecology;patient diagnosis;reflectivity;},
   Abstract = {Proof-of-principle studies were carried out to assess the
             diagnostic potential of auto fluorescence and diffuse
             reflectance spectroscopy for discriminating between
             malignant and non-malignant breast tissues, ex vivo. Auto
             fluorescence spectra at excitation wavelengths of 300,320
             and 340 nm were found to be most effective in
             differentiating malignant (13) from non-malignant tissues
             (25) in this pilot investigation},
   Key = {7748523}
}

@article{7769352,
   Author = {Tompkins, W.J. and Beebe, D. and Gimm, J.A. and Nicosia, M. and Ramanujam, N. and Thompson, P. and Tyler, M.E. and Webster, J.G.},
   Title = {A design backbone for the biomedical engineering
             curriculum},
   Journal = {Conference Proceedings. Second Joint EMBS-BMES Conference
             2002. 24th Annual International Conference of the
             Engineering in Medicine and Biology Society. Annual Fall
             Meeting of the Biomedical Engineering Society (Cat.
             No.02CH37392)},
   Volume = {vol.3},
   Pages = {2595 - 6},
   Address = {Houston, TX, USA},
   Year = {2002},
   url = {http://dx.doi.org/10.1109/IEMBS.2002.1053443},
   Keywords = {biomedical education;design engineering;reviews;},
   Abstract = {In this paper, we summarize our experiences as advisors
             supervising biomedical engineering design projects in the
             design backbone of our curriculum, the six-semester design
             course sequence required for all biomedical engineering
             majors at the University of Wisconsin-Madison},
   Key = {7769352}
}

@article{7313461,
   Author = {Vishnoi, G. and Choe, R. and Ramanujam, N. and Rode, M.E. and Nioka, S. and Chance, B.},
   Title = {Quantification of fetal blood parameters using non-invasive
             optical techniques},
   Journal = {Technical Digest. CLEO/Pacific Rim 2001. 4th Pacific Rim
             Conference on Lasers and Electro-Optics (Cat.
             No.01TH8557)},
   Volume = {vol.1},
   Pages = {380 - 1},
   Address = {Chiba, Japan},
   Year = {2001},
   url = {http://dx.doi.org/10.1109/CLEOPR.2001.967884},
   Keywords = {biomedical imaging;blood;infrared imaging;infrared
             spectroscopy;obstetrics;oximetry;},
   Abstract = {This paper describes the techniques and methodologies
             utilized for the quantification of fetal and neonatal blood
             parameters using trans-abdominal, noninvasive optical
             techniques. It also reports the results obtained on the
             localization of fetal head using frequency domain
             spectrometer studies on vibro-acoustic stimulation},
   Key = {7313461}
}

@article{7022990,
   Author = {Ramanujam, N. and Puc, A.B. and Lenner, G. and Kidorf, H.D. and Davidson, C.R. and Hayee, I. and Cai, J.-X. and Nissov,
             M. and Pilipetskii, A. and Rivers, C. and Bergano,
             N.S.},
   Title = {Forward error correction (FEC) techniques in long-haul
             optical transmission systems},
   Journal = {LEOS 2000. 2000 IEEE Annual Meeting Conference Proceedings.
             13th Annual Meeting. IEEE Lasers and Electro-Optics Society
             2000 Annual Meeting (Cat. No.00CH37080)},
   Volume = {vol.2},
   Pages = {405 - 6},
   Address = {Rio Grande, Puerto Rico},
   Year = {2000},
   url = {http://dx.doi.org/10.1109/LEOS.2000.893884},
   Keywords = {error correction codes;forward error correction;optical
             crosstalk;optical fibre communication;optical fibre
             dispersion;optical fibre losses;wavelength division
             multiplexing;},
   Abstract = {The use of FEC provides significant coding gain, which has
             been used to demonstrate error-free transmission (1) under
             severely errored operating conditions, (2) with high
             spectral efficiency, (3) over distances exceeding 10,000 km,
             and (4) at high bit rates. Recent experiments using FEC have
             demonstrated aggregate transmission capacity approaching 2
             Tb/s. Most importantly, FEC-coded transmission can tolerate
             a lower optical SNR on the line, which in turn reduces
             impairments induced by nonlinearity, with the net effect
             being an increase in the Q<sup>2</sup>-factor when signal
             power is reduced. There is presently significant activity
             directed towards developing more powerful codes as well as
             more efficient decoding algorithms},
   Key = {7022990}
}

@article{99124936175,
   Author = {Choe, Regine and Vishnoi, Gargi and Ramanujam, Nirmala and Ntziachristos, Vasilis and Nioka, Shoko and Chance, Britton and Yodh, Arjun G. and Rode, Martha and Forouzan, Iraj and Morgan, Mark},
   Title = {Feasibility of frequency domain NIR spectrometer to measure
             fetal cerebral blood oxygenation in-utero},
   Journal = {Proceedings of SPIE - The International Society for Optical
             Engineering},
   Volume = {3597},
   Pages = {661 - 668},
   Address = {San Jose, CA, USA},
   Year = {1999},
   url = {http://dx.doi.org/10.1117/12.356782},
   Keywords = {Infrared spectrometers;Hemoglobin oxygen
             saturation;Blood;Tissue;Algorithms;Optical
             properties;Infrared spectroscopy;Light propagation;},
   Abstract = {The feasibility of using a frequency domain spectrometer for
             measuring fetal cerebral blood oxygenation in-utero at 750
             and 780 nm of modulation at 70 MHz was investigated.
             Clinical data was recorded during the elective Cesarean
             section of human subjects. The measurements were made on
             maternal abdomen in the post-epidural stage and on the
             fontanel region of neonate before and after the umbilical
             cord was detached. The deoxygenated and oxygenated
             hemoglobin concentration, blood volume and saturation were
             calculated based on &mu;<sub>&alpha;</sub> of 2 wavelength.
             The post-epidural blood saturation value correlated well
             with the pre-cord saturation value.},
   Key = {99124936175}
}

@article{99124936176,
   Author = {Zourabian, A. and Siegel, A. and Ramanujam, N. and Chance,
             B. and Boas, D.A. and Vishnoi, B.G. and Choe,
             R.},
   Title = {Non-invasive trans-abdominal monitoring of fetal cerebral
             oxygenation using pulse oximetry},
   Journal = {Proceedings of SPIE - The International Society for Optical
             Engineering},
   Volume = {3597},
   Pages = {669 - 675},
   Address = {San Jose, CA, USA},
   Year = {1999},
   url = {http://dx.doi.org/10.1117/12.356783},
   Keywords = {Hemoglobin oxygen saturation;Noninvasive medical
             procedures;Patient monitoring;Tissue;Mathematical
             models;Blood;Volume fraction;Optical instruments;Cardiology;},
   Abstract = {Pulse oximetry (oxygen saturation monitoring) has markedly
             improved medical care in many fields, including
             anesthesiology, intensive care, and newborn intensive care.
             In obstetrics, fetal heart rate monitoring remains the
             standard for intrapartum assessment of fetal well being.
             Fetal oxygen saturation monitoring is a new technique
             currently under development. It is potentially superior to
             electronic fetal heart rate monitoring (cardiotocography)
             because it allows direct assessment of both fetal oxygen
             status and fetal tissue perfusion. Here, we present
             feasibility studies for trans-abdominal fetal cerebral pulse
             oximetry. Our experiments on more than 20 patients indicate
             feasibility. We will present the methodology for obtaining
             these data, as well as a summary of our pilot clinical
             study.},
   Key = {99124936176}
}

@article{99124936174,
   Author = {Vishnoi, Gargi and Hielscher, Andreas H. and Ramanujam,
             Nirmala and Nioka, Shoko and Chance, Britton},
   Title = {Tissue phantom studies on photon migration through fetal
             brain in-utero using near infra-red spectroscopy},
   Journal = {Proceedings of SPIE - The International Society for Optical
             Engineering},
   Volume = {3597},
   Pages = {650 - 660},
   Address = {San Jose, CA, USA},
   Year = {1999},
   url = {http://dx.doi.org/10.1117/12.356788},
   Keywords = {Spectrometers;Brain;Infrared spectroscopy;Photons;Computer
             simulation;Geometry;Imaging techniques;Numerical
             methods;},
   Abstract = {We present tissue phantom experimental results and
             theoretical simulations to study photon migration through
             the fetal head in-utero. A continuous-wave (CW), dual
             wavelength (760 &amp; 850 nm) spectrometer was developed and
             employed for the experiments at a source-detector separation
             of 10 cm. Theoretical simulations were performed using
             time-independent, finite-difference, discrete-ordinate,
             radiative-transport and diffusion equations. Two phantom
             geometries viz. circular and rectangular were considered.
             The tissue phantom incorporates a fetal head (absorption
             coefficient, &mu;a: 0.15 cm<sup>-1</sup> &amp; reduced
             scattering coefficient, &micro;s': 5.0 cm<sup>-1</sup>), an
             amniotic fluid sac (&mu;a=0.02 cm<sup>-1</sup>, &micro;s'=
             0.1 cm<sup>-1</sup>) and a maternal tissue layer (&mu;a=
             0.08 cm<sup>-1</sup>, &micro;s'= 5.0 cm<sup>-1</sup>).
             Photon fluence from the tissue phantom was quantified as a
             function of fetal head depth and its position relative to
             probe placement. Experimental results obtained with
             spectrometer were found to be congruent with theoretical
             results and clinical investigations. The results indicate
             that photon fluence decreases with increase in fetal head
             depth for circular geometry, while it increases with
             increase in fetal head depth for rectangular geometry. This
             paradoxical result observed may be attributed to the effect
             of amniotic fluid in the light path. Photon fluence is
             sensitive for fetal head depths within 40 mm. This is well
             within the fetal head depths expected in near-term patients
             (approx. 20 mm).},
   Key = {99124936174}
}

@article{5869690,
   Author = {Trujillo, E.V. and Sandison, D. and Ramanujam, N. and Follen-Mitchell, M. and Cantor, S. and Richards-Kortum,
             R.},
   Title = {Development of a cost-effective optical system for detection
             of cervical pre-cancer},
   Journal = {Proceedings of the 18th Annual International Conference of
             the IEEE Engineering in Medicine and Biology Society.
             `Bridging Disciplines for Biomedicine' (Cat.
             No.96CH36036)},
   Volume = {vol.1},
   Pages = {191 - 3},
   Address = {Amsterdam, Netherlands},
   Year = {1997},
   url = {http://dx.doi.org/10.1109/IEMBS.1996.656911},
   Keywords = {cost-benefit analysis;fluorescence spectroscopy;laser
             applications in medicine;patient diagnosis;},
   Abstract = {Cervical cancer is an important problem. The incidence of
             cervical pre-cancer is increasing, and unless current
             diagnostic techniques are improved, mortality and cost may
             increase substantially. The goal of our project is to find
             the most cost-effective optical system for the detection of
             cervical pre-cancer. Our hypothesis is that using
             fluorescence spectroscopy, a new technique for detection of
             cervical cancer and pre-cancer, will maintain the current
             technique's sensitivity, increase its specificity, and
             reduce its cost. In this paper we present a new method to
             calculate the fluorescence efficiency (FE) of human cervical
             tissue, based on in vivo measurements of 381 sites from 95
             patients. This value is used in signal to noise ratio (SNR)
             calculations to evaluate the performance of different
             optical systems for detection of cervical pre-cancer. We
             verify that the predicted SNR values, obtained using FE,
             agree with the SNR of the patient's spectral data. We use
             the resulting data to generate a receiver-operator
             characteristic (ROC) curve that compares spectroscopy to the
             current standard of care. Finally, preliminary results of
             our economic analysis estimate that use of fluorescence
             spectroscopy could save $2.1 billion annually in the
             US},
   Key = {5869690}
}

@article{5767981,
   Author = {Tumer, K. and Ramanujam, N. and Richards-Kortum, R. and Ghosh, J.},
   Title = {Spectroscopic detection of cervical pre-cancer through
             radial basis function networks},
   Journal = {Advances in Neural Information Processing Systems 9.
             Proceedings of the 1996 Conference},
   Pages = {981 - 7},
   Address = {Denver, CO, USA},
   Year = {1997},
   Keywords = {feedforward neural nets;fluorescence spectroscopy;medical
             expert systems;patient diagnosis;real-time
             systems;},
   Abstract = {The mortality related to cervical cancer can be
             substantially reduced through early detection and treatment.
             However, current detection techniques, such as Pap smear and
             colposcopy, fail to achieve a concurrently high sensitivity
             and specificity. In vivo fluorescence spectroscopy is a
             technique which quickly, noninvasively and quantitatively
             probes the biochemical and morphological changes that occur
             in pre-cancerous tissue. RBF ensemble algorithms based on
             such spectra provide automated, and near real-time
             implementation of pre-cancer detection in the hands of
             nonexperts. The results are more reliable, direct and
             accurate than those achieved by either human experts or
             multivariate statistical algorithms},
   Key = {5767981}
}

@article{97013505596,
   Author = {Ramanujam, Nirmala and Follen-Mitchell, Michele and Mahadevan-Jansen, Anita and Pitris, Costas and Agrawal,
             Anant and Thomsen, Sharon L. M.D. and Staerkel, Gregg and Wright, Thomas and Richards-Kortum, Rebecca
             R.},
   Title = {Detection of cervical precancer using optical spectroscopy
             (Extended Abstract)},
   Journal = {Proceedings of SPIE - The International Society for Optical
             Engineering},
   Volume = {2926},
   Pages = {21 - 22},
   Address = {Vienna, Austria},
   Year = {1996},
   url = {http://dx.doi.org/10.1117/12.260814},
   Keywords = {Infrared spectroscopy;Medical applications;Oncology;Infrared
             spectroscopy;Diagnosis;Fluorescence;Raman
             spectroscopy;},
   Abstract = {The continuing morbidity and mortality rate related to
             cervical cancer necessitates an improvement in current
             screening and diagnostic programs that target early
             detection of its curable precursor, cervical squamous
             intraepithelial lesion (SIL). Optical spectroscopy is a
             technique that has the capability to improve the accuracy
             and efficacy of current techniques for the detection of
             SILs. We have utilized fluorescence spectroscopy for the
             differential detection of SILs, in vivo and we have also
             evaluated the utility of near infrared (IR) Raman
             spectroscopy for the characterization of SILs in
             vitro.},
   Key = {97013505596}
}

@article{98034112829,
   Author = {Trujillo, E.V. and Sandison, D. and Ramanujam, N. and Follen-Mitchell, M. and Cantor, S. and Richards-Kortum,
             R.},
   Title = {Development of a cost-effective optical system for detection
             of cervical pre-cancer},
   Journal = {Annual International Conference of the IEEE Engineering in
             Medicine and Biology - Proceedings},
   Number = {1},
   Pages = {191 - 193},
   Address = {Amsterdam, Neth},
   Year = {1996},
   Keywords = {Optical systems;Oncology;Cost effectiveness;Fluorescence;Tissue;Signal
             to noise ratio;Spectroscopy;},
   Abstract = {Cervical cancer is an important problem. The incidence of
             cervical pre-cancer is increasing, and unless current
             diagnostic techniques are improved, mortality and cost may
             increase substantially. The goal of our project is to find
             the most cost-effective optical system for the detection of
             cervical pre-cancer. Our hypothesis is that using
             fluorescence spectroscopy, a new technique for detection of
             cervical cancer and pre-cancer, will maintain the current
             technique's sensitivity, increase its specificity, and
             reduce its cost. In this paper we present a new method to
             calculate the fluorescence efficiency (FE) of human cervical
             tissue, based on in vivo measurements of 381 sites from 95
             patients. This value is used in signal to noise ratio (SNR)
             calculations to evaluate the performance of different
             optical systems for detection of cervical pre-cancer. We
             verify that the predicted SNR values, obtained using FE,
             agree with the SNR of the patient's spectral data. We use
             the resulting data to generate a receiver-operator
             characteristic (ROC) curve that compares spectroscopy to the
             current standard of care. Finally, preliminary results of
             our economic analysis estimate that use of fluorescence
             spectroscopy could save $2.1 billion annually in the
             US.},
   Key = {98034112829}
}

@article{5364713,
   Author = {Ramanujam, N. and Burke, J.J. and Lifeng
             Li},
   Title = {Ferroelectric channel waveguides with high SHG conversion
             efficiency and non-critical phasematching
             characteristics},
   Journal = {Proc. SPIE - Int. Soc. Opt. Eng. (USA)},
   Volume = {2700},
   Pages = {130 - 9},
   Address = {San Jose, CA, USA},
   Year = {1996},
   Keywords = {ferroelectric devices;optical harmonic generation;optical
             waveguide theory;optical waveguides;optimisation;},
   Abstract = {Second harmonic generation (SHG) conversion efficiency in
             quasi-phasematched (QPM) waveguides can be enhanced
             significantly by optimizing the linear properties of the
             guiding structure. We describe here a method for fast and
             accurate computation of the modal properties of continuous,
             periodically-poled, ferroelectric channel waveguides, and a
             multi-parameter optimization algorithm which we have used to
             increase normalized internal SHG conversion efficiency. We
             will show, with results from our simulations, how both mode
             confinement at the fundamental wavelength and overlap of the
             transverse modes at the fundamental and second harmonic
             wavelengths influence the SHG conversion efficiency.
             Finally, we will also present the theoretical phasematching
             characteristics of these designs, and discuss the
             possibility of high SHG conversion efficiency
             (2900%/W-cm<sup>2</sup>) near non-critically phasematched
             regimes of operation},
   Key = {5364713}
}


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