Publications of Hau-Tieng Wu :chronological alphabetical combined bibtex listing:
Papers Published
- Liu, GR; Sheu, YC; Wu, HT. "When scattering transform meets non-Gaussian random processes, a double scaling limit result." Bernoulli 30.3 (August, 2024): 2346-2371. [doi] [abs]
- Chew, J; Hirn, M; Krishnaswamy, S; Needell, D; Perlmutter, M; Steach, H; Viswanath, S; Wu, HT. "Geometric scattering on measure spaces." Applied and Computational Harmonic Analysis 70 (May, 2024). [doi] [abs]
- McErlean, J; Malik, J; Lin, Y-T; Talmon, R; Wu, H-T. "Unsupervised ensembling of multiple software sensors with phase synchronization: a robust approach for electrocardiogram-derived respiration.." Physiological measurement 45.3 (April, 2024). [doi] [abs]
- Chung, YM; Huang, WK; Wu, HT. "Topological data analysis assisted automated sleep stage scoring using airflow signals." Biomedical Signal Processing and Control 89 (March, 2024): 105760-105760. [doi] [abs]
- Ding, X; Wu, HT. "How do kernel-based sensor fusion algorithms behave under high-dimensional noise?." Information and Inference 13.1 (March, 2024). [doi] [abs]
- Liu, T-C; Chen, Y-C; Chen, P-L; Tu, P-H; Yeh, C-H; Yeap, M-C; Wu, Y-H; Chen, C-C; Wu, H-T. "Removal of electrical stimulus artifact in local field potential recorded from subthalamic nucleus by using manifold denoising.." Journal of neuroscience methods 403 (March, 2024): 110038. [doi] [abs]
- Chiu, N-T; Chuang, B; Anakmeteeprugsa, S; Shelley, KH; Alian, AA; Wu, H-T. "Signal quality assessment of peripheral venous pressure.." Journal of clinical monitoring and computing 38.1 (February, 2024): 101-112. [doi] [abs]
- Shnitzer, T; Wu, HT; Talmon, R. "Spatiotemporal analysis using Riemannian composition of diffusion operators." Applied and Computational Harmonic Analysis 68 (January, 2024). [doi] [abs]
- Wu, HT; Zhou, Z. "Frequency Detection and Change Point Estimation for Time Series of Complex Oscillation." Journal of the American Statistical Association (January, 2024). [doi] [abs]
- Su, Y-W; Hao, C-C; Liu, G-R; Sheu, Y-C; Wu, H-T. "Reconsider photoplethysmogram signal quality assessment in the free living environment." medRxiv 45.6 (2024). [doi] [abs]
- Borik, S; Wu, H-T; Shelley, K; Alian, A. "Graph connection Laplacian allows for enhanced outcomes of consumer camera based photoplethysmography imaging." medRxiv 96 (2024): 106574-106574. [doi] [abs]
- Marino, F; Wu, H-T; Etzkorn, L; Rooney, M; Soliman, E; Deal, J; Crainiceanu, C; Spira, A; Wanigatunga, A; Schrack, J; Chen, LY. "Associations of Physical Activity and Heart Rate Variability from a Two-Week ECG Monitor with Cognitive Function and Dementia: the ARIC Neurocognitive Study." medRxiv 24.13 (2024): 4060-4060. [doi] [abs]
- Wang, S-C; Ting, C-K; Chen, C-Y; Liu, C; Lin, N-C; Loong, C-C; Wu, H-T; Lin, Y-T. "Arterial blood pressure waveform in liver transplant surgery possesses variability of morphology reflecting recipients' acuity and predicting short term outcomes.." Journal of clinical monitoring and computing 37.6 (December, 2023): 1521-1531. [doi] [abs]
- Eid, A-M; Elgamal, M; Gonzalez-Fiol, A; Shelley, KH; Wu, H-T; Alian, AA. "Using the ear photoplethysmographic waveform as an early indicator of central hypovolemia in healthy volunteers utilizing LBNP induced hypovolemia model.." Physiological measurement 44.5 (July, 2023). [doi] [abs]
- Wu, H-T; Harezlak, J. "Application of de-shape synchrosqueezing to estimate gait cadence from a single-sensor accelerometer placed in different body locations.." Physiological measurement 44.5 (May, 2023). [doi] [abs]
- Liu, GR; Sheu, YC; Wu, HT. "CENTRAL AND NONCENTRAL LIMIT THEOREMS ARISING FROM THE SCATTERING TRANSFORM AND ITS NEURAL ACTIVATION GENERALIZATION." SIAM Journal on Mathematical Analysis 55.2 (April, 2023): 1170-1213. [doi] [abs]
- Wang, YG; Womersley, RS; Wu, HT; Yu, WH. "Numerical computation of triangular complex spherical designs with small mesh ratio." Journal of Computational and Applied Mathematics 421 (March, 2023). [doi] [abs]
- Ding, X; Wu, HT. "Impact of Signal-to-Noise Ratio and Bandwidth on Graph Laplacian Spectrum From High-Dimensional Noisy Point Cloud." IEEE Transactions on Information Theory 69.3 (March, 2023): 1899-1931. [doi] [abs]
- Steinerberger, S; Wu, HT. "Fundamental component enhancement via adaptive nonlinear activation functions." Applied and Computational Harmonic Analysis 63 (March, 2023): 135-143. [doi] [abs]
- Alian, A; Shelley, K; Wu, H-T. "Amplitude and phase measurements from harmonic analysis may lead to new physiologic insights: lower body negative pressure photoplethysmographic waveforms as an example.." Journal of clinical monitoring and computing 37.1 (February, 2023): 127-137. [doi] [abs]
- Chen, Z; Wu, HT. "Disentangling modes with crossover instantaneous frequencies by synchrosqueezed chirplet transforms, from theory to application." Applied and Computational Harmonic Analysis 62 (January, 2023): 84-122. [doi] [abs]
- Colominas, MA; Wu, HT. "An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal." IEEE Transactions on Signal Processing 71 (January, 2023): 701-712. [doi] [abs]
- Chen, HY; Wu, HT; Chen, CY. "Quality Aware Sleep Stage Classification over RIP Signals with Persistence Diagrams." 2023 IEEE 19th International Conference on Body Sensor Networks, BSN 2023 - Proceedings (January, 2023). [doi] [abs]
- Young, AL; van den Boom, W; Schroeder, RA; Krishnamoorthy, V; Raghunathan, K; Wu, H-T; Dunson, DB. "Mutual information: Measuring nonlinear dependence in longitudinal epidemiological data.." PLoS One 18.4 (2023): e0284904. [doi] [abs]
- Shen, C; Wu, HT. "Scalability and robustness of spectral embedding: landmark diffusion is all you need." Information and Inference 11.4 (December, 2022): 1527-1595. [doi] [abs]
- Gavish, M; Su, PC; Talmon, R; Wu, HT. "Optimal recovery of precision matrix for Mahalanobis distance from high-dimensional noisy observations in manifold learning." Information and Inference 11.4 (December, 2022): 1173-1202. [doi] [abs]
- Steinerberger, S; Wu, HT. "Eigenvector Phase Retrieval: Recovering eigenvectors from the absolute value of their entries." Linear Algebra and Its Applications 652 (November, 2022): 239-252. [doi] [abs]
- Huang, WK; Chung, YM; Wang, YB; Mandel, JE; Wu, HT. "Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression." Computational Statistics and Data Analysis 174 (October, 2022): 107384-107384. [doi] [abs]
- Sourisseau, M; Wu, HT; Zhou, Z. "ASYMPTOTIC ANALYSIS OF SYNCHROSQUEEZING TRANSFORM—TOWARD STATISTICAL INFERENCE WITH NONLINEAR-TYPE TIME-FREQUENCY ANALYSIS." Annals of Statistics 50.5 (October, 2022): 2694-2712. [doi] [abs]
- Cheng, X; Wu, H-T. "Convergence of graph Laplacian with kNN self-tuned kernels." Information and Inference: A Journal of the IMA 11.3 (September, 2022): 889-957. [doi] [abs]
- Alian, A; Lo, YL; Shelley, K; Wu, HT. "RECONSIDER PHASE RECONSTRUCTION IN SIGNALS WITH DYNAMIC PERIODICITY FROM THE MODERN SIGNAL PROCESSING PERSPECTIVE." Foundations of Data Science 4.3 (September, 2022): 355-393. [doi] [abs]
- Zimmermann, P; Antonelli, MC; Sharma, R; Müller, A; Zelgert, C; Fabre, B; Wenzel, N; Wu, H-T; Frasch, MG; Lobmaier, SM. "Prenatal stress perturbs fetal iron homeostasis in a sex specific manner.." Scientific reports 12.1 (June, 2022): 9341. [doi] [abs]
- Wu, HT; Wu, N. "Strong uniform consistency with rates for kernel density estimators with general kernels on manifolds." Information and Inference 11.2 (June, 2022): 781-799. [doi] [abs]
- Dunson, DB; Wu, HT; Wu, N. "Graph based Gaussian processes on restricted domains." Journal of the Royal Statistical Society. Series B: Statistical Methodology 84.2 (April, 2022): 414-439. [doi] [abs]
- Chiu, NT; Huwiler, S; Ferster, ML; Karlen, W; Wu, HT; Lustenberger, C. "Get rid of the beat in mobile EEG applications: A framework towards automated cardiogenic artifact detection and removal in single-channel EEG." Biomedical Signal Processing and Control 72 (February, 2022). [doi] [abs]
- Liu, GR; Sheu, YC; Wu, HT. "Asymptotic Analysis of higher-order scattering transform of Gaussian processes." Electronic Journal of Probability 27 (January, 2022). [doi] [abs]
- Shen, C; Lin, YT; Wu, HT. "Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing." Journal of Machine Learning Research 23 (January, 2022). [abs]
- Baldazzi, G; Pani, D; Wu, HT. "Extraction Algorithm for Morphologically Preserved Non-Invasive Multi-Channel Fetal ECG." Computing in Cardiology 2022-September (January, 2022). [doi] [abs]
- Chen, P-L; Chen, Y-C; Tu, P-H; Liu, T-C; Chen, M-C; Wu, H-T; Yeap, M-C; Yeh, C-H; Lu, C-S; Chen, C-C. "Subthalamic high-beta oscillation informs the outcome of deep brain stimulation in patients with Parkinson's disease.." Frontiers in human neuroscience 16 (January, 2022): 958521. [doi] [abs]
- Chew, J; Steach, H; Viswanath, S; Wu, HT; Hirn, M; Needell, D; Vesely, MD; Krishnaswamy, S; Perlmutter, M. "THE MANIFOLD SCATTERING TRANSFORM FOR HIGH-DIMENSIONAL POINT CLOUD DATA." Proceedings of Machine Learning Research 196 (January, 2022): 67-78. [abs]
- Chen, Z; Wu, HT. "WHEN RAMANUJAN MEETS TIME-FREQUENCY ANALYSIS IN COMPLICATED TIME SERIES ANALYSIS." Pure and Applied Analysis 4.4 (January, 2022): 629-673. [doi] [abs]
- Chen, Z; Wu, H-T. "Disentangling modes with crossover instantaneous frequencies by synchrosqueezed chirplet transforms, from theory to application." (December, 2021). [abs]
- Steinerberger, S; Wu, H-T. "Fundamental component enhancement via adaptive nonlinear activation functions." (December, 2021). [abs]
- Hamilton, W; Marzuola, JL; Wu, HT. "On the behavior of 1-Laplacian ratio cuts on nearly rectangular domains." Information and Inference 10.4 (December, 2021): 1563-1610. [doi] [abs]
- Ding, X; Wu, H-T. "How do kernel-based sensor fusion algorithms behave under high dimensional noise?." (November, 2021). [abs]
- Dunson, DB; Wu, HT; Wu, N. "Spectral convergence of graph Laplacian and heat kernel reconstruction in L∞ from random samples." Applied and Computational Harmonic Analysis 55 (November, 2021): 282-336. [doi] [abs]
- Chen, HY; Malik, J; Wu, HT; Wang, CL. "Is the median hourly ambulatory heart rate range helpful in stratifying mortality risk among newly diagnosed atrial fibrillation patients?." Journal of Personalized Medicine 11.11 (November, 2021). [doi] [abs]
- Sourisseau, M; Wang, YG; Womersley, RS; Wu, HT; Yu, WH. "Improve concentration of frequency and time (ConceFT) by novel complex spherical designs." Applied and Computational Harmonic Analysis 54 (September, 2021): 137-144. [doi] [abs]
- Tan, C; Zhang, L; Wu, HT; Qian, T. "A novel feature representation approach for single-lead heartbeat classification based on adaptive Fourier decomposition." International Journal of Wavelets, Multiresolution and Information Processing 19.5 (September, 2021). [doi] [abs]
- Wu, HT; Lai, TL; Haddad, GG; Muotri, A. "Oscillatory Biomedical Signals: Frontiers in Mathematical Models and Statistical Analysis." Frontiers in Applied Mathematics and Statistics 7 (July, 2021). [doi] [abs]
- DiPietro, JA; Raghunathan, RS; Wu, H-T; Bai, J; Watson, H; Sgambati, FP; Henderson, JL; Pien, GW. "Fetal heart rate during maternal sleep.." Developmental psychobiology 63.5 (July, 2021): 945-959. [doi] [abs]
- Steinerberger, S; Wu, HT. "On Zeroes of Random Polynomials and an Application to Unwinding." International Mathematics Research Notices 2021.13 (July, 2021): 10100-10117. [doi] [abs]
- Lin, YT; Malik, J; Wu, HT. "WAVE-SHAPE OSCILLATORY MODEL FOR NONSTATIONARY PERIODIC TIME SERIES ANALYSIS." Foundations of Data Science 3.2 (June, 2021): 99-131. [doi] [abs]
- Wu, H-T; Alian, A; Shelley, K. "A new approach to complicated and noisy physiological waveforms analysis: peripheral venous pressure waveform as an example.." Journal of clinical monitoring and computing 35.3 (May, 2021): 637-653. [doi] [abs]
- Liu, T-C; Liu, Y-W; Wu, H-T. "Denoising click-evoked otoacoustic emission signals by optimal shrinkage.." The Journal of the Acoustical Society of America 149.4 (April, 2021): 2659. [doi] [abs]
- Chiu, N-T; Huwiler, S; Ferster, ML; Karlen, W; Wu, H-T; Lustenberger, C. "Get rid of the beat in mobile EEG applications: A framework towards automated cardiogenic artifact detection and removal in single-channel EEG." (February, 2021). [doi] [abs]
- Liu, G-R; Lin, T-Y; Wu, H-T; Sheu, Y-C; Liu, C-L; Liu, W-T; Yang, M-C; Ni, Y-L; Chou, K-T; Chen, C-H; Wu, D; Lan, C-C; Chiu, K-L; Chiu, H-Y; Lo, Y-L. "Large-scale assessment of consistency in sleep stage scoring rules among multiple sleep centers using an interpretable machine learning algorithm.." Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine 17.2 (February, 2021): 159-166. [doi] [abs]
- Frasch, MG; Shen, C; Wu, H-T; Mueller, A; Neuhaus, E; Bernier, RA; Kamara, D; Beauchaine, TP. "Brief Report: Can a Composite Heart Rate Variability Biomarker Shed New Insights About Autism Spectrum Disorder in School-Aged Children?." Journal of autism and developmental disorders 51.1 (January, 2021): 346-356. [doi] [abs]
- Wang, H-HS; Cahill, D; Panagides, J; Nelson, CP; Wu, H-T; Estrada, C. "Pattern recognition algorithm to identify detrusor overactivity on urodynamics.." Neurourology and urodynamics 40.1 (January, 2021): 428-434. [doi] [abs]
- Ding, X; Wu, HT. "On the Spectral Property of Kernel-Based Sensor Fusion Algorithms of High Dimensional Data." IEEE Transactions on Information Theory 67.1 (January, 2021): 640-670. [doi] [abs]
- Huang, Y-C; Lin, T-Y; Wu, H-T; Chang, P-J; Lo, C-Y; Wang, T-Y; Kuo, C-HS; Lin, S-M; Chung, F-T; Lin, H-C; Hsieh, M-H; Lo, Y-L. "Cardiorespiratory coupling is associated with exercise capacity in patients with chronic obstructive pulmonary disease.." BMC pulmonary medicine 21.1 (January, 2021): 22. [doi] [abs]
- Meynard, A; Wu, HT. "An Efficient Forecasting Approach to Reduce Boundary Effects in Real-Time Time-Frequency Analysis." IEEE Transactions on Signal Processing 69 (January, 2021): 1653-1663. [doi] [abs]
- Chung, Y-M; Hu, C-S; Lo, Y-L; Wu, H-T. "A Persistent Homology Approach to Heart Rate Variability Analysis With an Application to Sleep-Wake Classification.." Frontiers in physiology 12 (January, 2021): 637684. [doi] [abs]
- Liu, GR; Lo, YL; Sheu, YC; Wu, HT. "Explore Intrinsic Geometry of Sleep Dynamics and Predict Sleep Stage by Unsupervised Learning Techniques." Springer Optimization and Its Applications 168 (January, 2021): 279-324. [doi] [abs]
- Colominas, MA; Wu, HT. "Decomposing non-stationary signals with time-varying wave-shape functions." IEEE Transactions on Signal Processing 69 (January, 2021): 5094-5104. [doi] [abs]
- Chen, Y-C; Wu, H-T; Tu, P-H; Yeh, C-H; Liu, T-C; Yeap, M-C; Chao, Y-P; Chen, P-L; Lu, C-S; Chen, C-C. "Theta Oscillations at Subthalamic Region Predicts Hypomania State After Deep Brain Stimulation in Parkinson's Disease.." Frontiers in human neuroscience 15 (January, 2021): 797314. [doi] [abs]
- Meynard, A; Seneviratna, G; Doyle, E; Becker, J; Wu, HT; Borg, JS. "Predicting Trust Using Automated Assessment of Multivariate Interactional Synchrony." Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021 (January, 2021). [doi] [abs]
- Malik, J; Loring, Z; Piccini, JP; Wu, H-T. "Interpretable morphological features for efficient single-lead automatic ventricular ectopy detection.." J Electrocardiol 65 (2021): 55-63. [doi] [abs]
- Su, P-C; Soliman, EZ; Wu, H-T. "Robust T-End Detection via T-End Signal Quality Index and Optimal Shrinkage.." Sensors (Basel, Switzerland) 20.24 (December, 2020): E7052. [doi] [abs]
- Sourisseau, M; Wang, YG; Womersley, RS; Wu, H-T; Yu, W-H. "Improve Concentration of Frequency and Time (Conceft) by Novel Complex Spherical Designs." (November, 2020). [doi] [abs]
- Ding, X; Wu, H-T. "Impact of signal-to-noise ratio and bandwidth on graph Laplacian spectrum from high-dimensional noisy point cloud." (November, 2020). [abs]
- Frasch, MG; Lobmaier, SM; Stampalija, T; Desplats, P; Pallarés, ME; Pastor, V; Brocco, MA; Wu, H-T; Schulkin, J; Herry, CL; Seely, AJE; Metz, GAS; Louzoun, Y; Antonelli, MC. "Non-invasive biomarkers of fetal brain development reflecting prenatal stress: An integrative multi-scale multi-species perspective on data collection and analysis.." Neuroscience and biobehavioral reviews 117 (October, 2020): 165-183. [doi] [abs]
- Wu, HT. "Current state of nonlinear-type time–frequency analysis and applications to high-frequency biomedical signals." Current Opinion in Systems Biology 23 (October, 2020): 8-21. [doi] [abs]
- Chang, Z; Chen, Z; Stephen, CD; Schmahmann, JD; Wu, H-T; Sapiro, G; Gupta, AS. "Accurate detection of cerebellar smooth pursuit eye movement abnormalities via mobile phone video and machine learning.." Scientific reports 10.1 (October, 2020): 18641. [doi] [abs]
- Chang, H-C; Wu, H-T; Huang, P-C; Ma, H-P; Lo, Y-L; Huang, Y-H. "Portable Sleep Apnea Syndrome Screening and Event Detection Using Long Short-Term Memory Recurrent Neural Network.." Sensors (Basel, Switzerland) 20.21 (October, 2020): E6067. [doi] [abs]
- Chang, C-H; Fang, Y-L; Wang, Y-J; Wu, H-T; Lin, Y-T. "Differentiation of skin incision and laparoscopic trocar insertion via quantifying transient bradycardia measured by electrocardiogram.." Journal of clinical monitoring and computing 34.4 (August, 2020): 753-762. [doi] [abs]
- McErlean, J; Malik, J; Lin, Y-T; Talmon, R; Wu, H-T. "Unsupervised Ensembling of Multiple Software Sensors with Phase Synchronization: A Robust Approach For Electrocardiogram-derived Respiration." (June, 2020). [abs]
- Cicone, A; Wu, H-T. "Convergence analysis of Adaptive Locally Iterative Filtering and SIFT method." (May, 2020). [abs]
- Wang, S-C; Wu, H-T; Huang, P-H; Chang, C-H; Ting, C-K; Lin, Y-T. "Novel Imaging Revealing Inner Dynamics for Cardiovascular Waveform Analysis via Unsupervised Manifold Learning.." Anesthesia and analgesia 130.5 (May, 2020): 1244-1254. [doi] [abs]
- Malik, J; Soliman, EZ; Wu, H-T. "An adaptive QRS detection algorithm for ultra-long-term ECG recordings.." Journal of electrocardiology 60 (May, 2020): 165-171. [doi] [abs]
- Liu, G-R; Lustenberger, C; Lo, Y-L; Liu, W-T; Sheu, Y-C; Wu, H-T. "Save Muscle Information-Unfiltered EEG Signal Helps Distinguish Sleep Stages.." Sensors (Basel, Switzerland) 20.7 (April, 2020): E2024. [doi] [abs]
- Chen, Z; Wu, H-T. "When Ramanujan meets time-frequency analysis in complicated time series analysis." Pure Appl. Analysis 4 (March, 2020): 629-673. [abs]
- Liu, Y-W; Kao, S-L; Wu, H-T; Liu, T-C; Fang, T-Y; Wang, P-C. "Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Ménière's disease.." Acta oto-laryngologica 140.3 (March, 2020): 230-235. [doi] [abs]
- Lo, Y-L; Wu, H-T; Lin, Y-T; Kuo, H-P; Lin, T-Y. "Hypoventilation patterns during bronchoscopic sedation and their clinical relevance based on capnographic and respiratory impedance analysis.." Journal of clinical monitoring and computing 34.1 (February, 2020): 171-179. [doi] [abs]
- Lobmaier, SM; Müller, A; Zelgert, C; Shen, C; Su, PC; Schmidt, G; Haller, B; Berg, G; Fabre, B; Weyrich, J; Wu, HT; Frasch, MG; Antonelli, MC. "Fetal heart rate variability responsiveness to maternal stress, non-invasively detected from maternal transabdominal ECG.." Archives of gynecology and obstetrics 301.2 (February, 2020): 405-414. [doi] [abs]
- Huroyan, V; Lerman, G; Wu, H-T. "Solving Jigsaw Puzzles by the Graph Connection Laplacian." SIAM Journal on Imaging Sciences 13.4 (January, 2020): 1717-1753. [doi]
- Liu, GR; Lo, YL; Malik, J; Sheu, YC; Wu, HT. "Diffuse to fuse EEG spectra – Intrinsic geometry of sleep dynamics for classification." Biomedical Signal Processing and Control 55 (January, 2020). [doi] [abs]
- Alian, A; Lo, Y-L; Shelley, K; Wu, H-T. "Reconsider phase reconstruction in signals with dynamic periodicity from the modern signal processing perspective." (2020). [doi] [abs]
- Shen, C; Lin, Y-T; Wu, H-T. "Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing." (2020). [doi] [abs]
- Su, P-C; Miller, S; Idriss, S; Barker, P; Wu, H-T. "Recovery of the fetal electrocardiogram for morphological analysis from two trans-abdominal channels via optimal shrinkage.." Physiol Meas 40.11 (December, 2019): 115005. [doi] [abs]
- Thai, DH; Wu, HT; Dunson, DB. "Locally convex kernel mixtures: Bayesian subspace learning." Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019 (December, 2019): 272-275. [doi] [abs]
- Talmon, R; Wu, HT. "Latent common manifold learning with alternating diffusion: Analysis and applications." Applied and Computational Harmonic Analysis 47.3 (November, 2019): 848-892. [doi] [abs]
- Korolj, A; Wu, H-T; Radisic, M. "A healthy dose of chaos: Using fractal frameworks for engineering higher-fidelity biomedical systems.." Biomaterials 219 (October, 2019): 119363. [doi] [abs]
- Martinez, N; Bertran, M; Sapiro, G; Wu, HT. "Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video." Proceedings - International Conference on Image Processing, ICIP 2019-September (September, 2019): 2020-2024. [doi] [abs]
- Wang, YG; Womersley, RS; Wu, H-T; Yu, W-H. "Numerical computation of triangular complex spherical designs with small mesh ratio." (July, 2019). [abs]
- Wu, H; Alagapan, S; Frohlich, F; Shin, HW. "Diffusion geometry approach to efficiently remove electrical stimulation artifacts in intracranial electroencephalography." Journal of Neural Engineering 16.3 (June, 2019): 036010. [doi] [abs]
- Lu, Y; Wu, HT; Malik, J. "Recycling cardiogenic artifacts in impedance pneumography." Biomedical Signal Processing and Control 51 (May, 2019): 162-170. [doi] [abs]
- Sourisseau, M; Wu, H-T; Zhou, Z. "Asymptotic analysis of synchrosqueezing transform -- toward statistical inference with nonlinear-type time-frequency analysis." (April, 2019). [abs]
- Gavish, M; Talmon, R; Su, P-C; Wu, H-T. "Optimal Recovery of Precision Matrix for Mahalanobis Distance from High Dimensional Noisy Observations in Manifold Learning." (April, 2019). [abs]
- Zhang, JT; Cheng, MY; Wu, HT; Zhou, B. "A new test for functional one-way ANOVA with applications to ischemic heart screening." Computational Statistics and Data Analysis 132 (April, 2019): 3-17. [doi] [abs]
- Chen, H-Y; Pan, H-C; Chen, Y-C; Chen, Y-C; Lin, Y-H; Yang, S-H; Chen, J-L; Wu, H-T. "Traditional Chinese medicine use is associated with lower end-stage renal disease and mortality rates among patients with diabetic nephropathy: a population-based cohort study.." BMC complementary and alternative medicine 19.1 (April, 2019): 81. [doi] [abs]
- Tan, C; Zhang, L; Wu, H-T. "A Novel Blaschke Unwinding Adaptive-Fourier-Decomposition-Based Signal Compression Algorithm With Application on ECG Signals.." IEEE journal of biomedical and health informatics 23.2 (March, 2019): 672-682. [doi] [abs]
- Shnitzer, T; Ben-Chen, M; Guibas, L; Talmon, R; Wu, H-T. "Recovering Hidden Components in Multimodal Data with Composite Diffusion Operators." SIAM Journal on Mathematics of Data Science 1.3 (January, 2019): 588-616. [doi]
- Katz, O; Talmon, R; Lo, YL; Wu, HT. "Alternating diffusion maps for multimodal data fusion." Information Fusion 45 (January, 2019): 346-360. [doi] [abs]
- Shnitzer, T; Lederman, RR; Liu, GR; Talmon, R; Wu, HT. "Diffusion operators for multimodal data analysis." 20 (January, 2019): 1-39. [doi] [abs]
- Lin, Y-T; Lo, Y-L; Lin, C-Y; Frasch, MG; Wu, H-T. "Unexpected sawtooth artifact in beat-to-beat pulse transit time measured from patient monitor data.." PloS one 14.9 (January, 2019): e0221319. [doi] [abs]
- Kao, SL; Lien, HW; Liu, TC; Wu, HT; Fang, TY; Wang, PC; Liu, YW. "Meniere's disease prognosis by learning from transient-evoked otoacoustic emission signals." Proceedings of the International Congress on Acoustics 2019-September (January, 2019): 6505-6512. [doi] [abs]
- Malik, J; Shen, C; Wu, HT; Wu, N. "CONNECTING DOTS: FROM LOCAL COVARIANCE TO EMPIRICAL INTRINSIC GEOMETRY AND LOCALLY LINEAR EMBEDDING." Pure and Applied Analysis 1.4 (January, 2019): 515-542. [doi] [abs]
- Lin, CY; Wu, HT. "Embeddings of Riemannian manifolds with finite eigenvector fields of connection Laplacian." Calculus of Variations and Partial Differential Equations 57.5 (October, 2018). [doi] [abs]
- Escalona-Vargas, D; Wu, H-T; Frasch, MG; Eswaran, H. "A Comparison of Five Algorithms for Fetal Magnetocardiography Signal Extraction.." Cardiovascular engineering and technology 9.3 (September, 2018): 483-487. [doi] [abs]
- Malik, J; Lo, Y-L; Wu, H-T. "Sleep-wake classification via quantifying heart rate variability by convolutional neural network.." Physiological measurement 39.8 (August, 2018): 085004. [doi] [abs]
- Lin, Y; Wu, H; Yang, Z; Lin, Q. "Erratum: Validation of the Name Paraphlomis hispida (Lamiaceae) (Novon (2017) 25 (436-437) DOI: 10.3417/D-16-00022)." Novon 26.2 (August, 2018): 256. [doi] [abs]
- Wu, HT; Wu, JC; Huang, PC; Lin, TY; Wang, TY; Huang, YH; Lo, YL. "Phenotype-based and self-learning inter-individual sleep apnea screening with a level IV-like monitoring system." Frontiers in Physiology 9.JUL (July, 2018). [doi] [abs]
- Wu, H-T; Liu, Y-W. "Analyzing transient-evoked otoacoustic emissions by concentration of frequency and time.." The Journal of the Acoustical Society of America 144.1 (July, 2018): 448. [doi] [abs]
- Lin, CY; Minasian, A; Qi, XJ; Wu, HT. "Manifold Learning via the Principle Bundle Approach." Frontiers in Applied Mathematics and Statistics 4 (June, 2018). [doi] [abs]
- Liu, TC; Wu, HT; Chen, YH; Fang, TY; Wang, PC; Liu, YW. "Analysis of click-evoked otoacoustic emissions by concentration of frequency and time: Preliminary results from normal hearing and Ménière's disease ears." AIP Conference Proceedings 1965 (May, 2018). [doi] [abs]
- Wu, H-T; Soliman, EZ. "A new approach for analysis of heart rate variability and QT variability in long-term ECG recording.." Biomedical engineering online 17.1 (May, 2018): 54. [doi] [abs]
- Wu, JC; Wang, CW; Huang, YH; Wu, HT; Huang, PC; Lo, YL. "A Portable Monitoring System with Automatic Event Detection for Sleep Apnea Level-IV Evaluation." Proceedings - IEEE International Symposium on Circuits and Systems 2018-May (April, 2018). [doi] [abs]
- Lin, CY; Su, L; Wu, HT. "Wave-Shape Function Analysis: When Cepstrum Meets Time–Frequency Analysis." Journal of Fourier Analysis and Applications 24.2 (April, 2018): 451-505. [doi] [abs]
- Shen, C; Frasch, MG; Wu, HT; Herry, CL; Cao, M; Desrochers, A; Fecteau, G; Burns, P. "Non-invasive acquisition of fetal ECG from the maternal xyphoid process: a feasibility study in pregnant sheep and a call for open data sets.." Physiological measurement 39.3 (March, 2018): 035005. [doi] [abs]
- Kowalski, M; Meynard, A; Wu, HT. "Convex Optimization approach to signals with fast varying instantaneous frequency." Applied and Computational Harmonic Analysis 44.1 (January, 2018): 89-122. [doi] [abs]
- Wu, H; Wu, N. "Think globally, fit locally under the Manifold Setup: Asymptotic Analysis of Locally Linear Embedding." Annals of Statistics 46.6B (January, 2018): 3805-3837. [doi] [abs]
- Wu, H-K; Ko, Y-S; Lin, Y-S; Wu, H-T; Tsai, T-H; Chang, H-H. "Corrigendum to "The correlation between pulse diagnosis and constitution identification in traditional Chinese medicine" [Complementary Ther. Med. 30 (2017) 107-112].." Complementary therapies in medicine 35 (December, 2017): 145. [doi]
- Lin, YY; Wu, HT; Hsu, CA; Huang, PC; Huang, YH; Lo, YL. "Sleep Apnea Detection Based on Thoracic and Abdominal Movement Signals of Wearable Piezoelectric Bands." IEEE Journal of Biomedical and Health Informatics 21.6 (November, 2017): 1533-1545. [doi] [abs]
- CHAO, YS; Wu, HT; Wu, CJ. "Feasibility of Classifying Life Stages and Searching for the Determinants: Results from the Medical Expenditure Panel Survey 1996–2011." Frontiers in Public Health 5 (October, 2017). [doi] [abs]
- Lin, T-Y; Fang, Y-F; Huang, S-H; Wang, T-Y; Kuo, C-H; Wu, H-T; Kuo, H-P; Lo, Y-L. "Capnography monitoring the hypoventilation during the induction of bronchoscopic sedation: A randomized controlled trial.." Scientific reports 7.1 (August, 2017): 8685. [doi] [abs]
- Chao, Y-S; Wu, H-T; Scutari, M; Chen, T-S; Wu, C-J; Durand, M; Boivin, A. "A network perspective on patient experiences and health status: the Medical Expenditure Panel Survey 2004 to 2011.." BMC health services research 17.1 (August, 2017): 579. [doi] [abs]
- Georgiou, AS; Bello-Rivas, JM; Gear, CW; Wu, HT; Chiavazzo, E; Kevrekidis, IG. "An exploration algorithm for stochastic simulators driven by energy gradients." Entropy 19.7 (July, 2017): 294-294. [doi] [abs]
- Malik, J; Reed, N; Wang, C-L; Wu, H-T. "Single-lead f-wave extraction using diffusion geometry.." Physiological measurement 38.7 (June, 2017): 1310-1334. [doi] [abs]
- Sheu, YL; Hsu, LY; Chou, PT; Wu, HT. "Entropy-based time-varying window width selection for nonlinear-type time–frequency analysis." International Journal of Data Science and Analytics 3.4 (June, 2017): 231-245. [doi] [abs]
- Su, L; Wu, HT. "Extract Fetal ECG from Single-Lead Abdominal ECG by De-Shape Short Time Fourier Transform and Nonlocal Median." Frontiers in Applied Mathematics and Statistics 3 (February, 2017). [doi] [abs]
- Herry, CL; Frasch, M; Seely, AJ; Wu, H-T. "Heart beat classification from single-lead ECG using the synchrosqueezing transform.." Physiological measurement 38.2 (February, 2017): 171-187. [doi] [abs]
- Wu, H-K; Ko, Y-S; Lin, Y-S; Wu, H-T; Tsai, T-H; Chang, H-H. "The correlation between pulse diagnosis and constitution identification in traditional Chinese medicine.." Complementary therapies in medicine 30 (February, 2017): 107-112. [doi] [abs]
- Wu, HT. "Embedding Riemannian manifolds by the heat kernel of the connection Laplacian." Advances in Mathematics 304 (January, 2017): 1055-1079. [doi] [abs]
- Frasch, MG; Boylan, GB; Wu, H-T; Devane, D. "Commentary: Computerised interpretation of fetal heart rate during labour (INFANT): a randomised controlled trial.." Frontiers in physiology 8 (January, 2017): 721. [doi]
- Li, R; Frasch, MG; Wu, H-T. "Efficient Fetal-Maternal ECG Signal Separation from Two Channel Maternal Abdominal ECG via Diffusion-Based Channel Selection.." Frontiers in physiology 8 (January, 2017): 277. [doi] [abs]
- Lin, Y-T; Wu, H-T. "ConceFT for Time-Varying Heart Rate Variability Analysis as a Measure of Noxious Stimulation During General Anesthesia.." IEEE transactions on bio-medical engineering 64.1 (January, 2017): 145-154. [doi] [abs]
- Cicone, A; Wu, H-T. "How Nonlinear-Type Time-Frequency Analysis Can Help in Sensing Instantaneous Heart Rate and Instantaneous Respiratory Rate from Photoplethysmography in a Reliable Way.." Frontiers in physiology 8 (January, 2017): 701. [doi] [abs]
- Liu, W-T; Wu, H-T; Juang, J-N; Wisniewski, A; Lee, H-C; Wu, D; Lo, Y-L. "Prediction of the severity of obstructive sleep apnea by anthropometric features via support vector machine.." PloS one 12.5 (January, 2017): e0176991. [doi] [abs]
- Wu, H; Steinerberger, S; Coifman, R. "Carrier frequencies, holomorphy and unwinding." SIAM Journal on Mathematical Analysis 49.6 (January, 2017): 4838-4864. [doi] [abs]
- Singer, A; Wu, HT. "Spectral convergence of the connection Laplacian from random samples." Information and Inference 6.1 (January, 2017): 58-123. [doi] [abs]
- Marchesini, S; Tu, YC; Wu, HT. "Alternating projection, ptychographic imaging and phase synchronization." Applied and Computational Harmonic Analysis 41.3 (November, 2016): 815-851. [doi] [abs]
- Wu, C-H; Wang, T-D; Hsieh, C-H; Huang, S-H; Lin, J-W; Hsu, S-C; Wu, H-T; Wu, Y-M; Liu, T-M. "Imaging Cytometry of Human Leukocytes with Third Harmonic Generation Microscopy.." Scientific reports 6.1 (November, 2016): 37210. [doi] [abs]
- Wu, H-T; Lewis, GF; Davila, MI; Daubechies, I; Porges, SW. "Optimizing Estimates of Instantaneous Heart Rate from Pulse Wave Signals with the Synchrosqueezing Transform.." Methods of information in medicine 55.5 (October, 2016): 463-472. [doi] [abs]
- Lin, Y-T; Flandrin, P; Wu, H-T. "When Interpolation-Induced Reflection Artifact Meets Time-Frequency Analysis.." IEEE transactions on bio-medical engineering 63.10 (October, 2016): 2133-2141. [doi] [abs]
- O'Neal, WT; Wang, YG; Wu, H-T; Zhang, Z-M; Li, Y; Tereshchenko, LG; Estes, EH; Daubechies, I; Soliman, EZ. "Electrocardiographic J Wave and Cardiovascular Outcomes in the General Population (from the Atherosclerosis Risk In Communities Study).." The American journal of cardiology 118.6 (September, 2016): 811-815. [doi] [abs]
- Chui, CK; Lin, YT; Wu, HT. "Real-Time dynamics acquisition from irregular samples-With application to anesthesia evaluation." Analysis and Applications 14.4 (July, 2016): 537-590. [doi] [abs]
- Daubechies, I; Wang, YG; Wu, H-T. "ConceFT: concentration of frequency and time via a multitapered synchrosqueezed transform.." Philosophical transactions. Series A, Mathematical, physical, and engineering sciences 374.2065 (April, 2016): 20150193. [doi] [abs]
- El Karoui, N; Wu, HT. "Graph connection Laplacian methods can be made robust to noise." Annals of Statistics 44.1 (February, 2016): 346-372. [doi] [abs]
- Wu, H-T; Wu, H-K; Wang, C-L; Yang, Y-L; Wu, W-H; Tsai, T-H; Chang, H-H. "Modeling the Pulse Signal by Wave-Shape Function and Analyzing by Synchrosqueezing Transform.." PloS one 11.6 (January, 2016): e0157135. [doi] [abs]
- Herry, CL; Cortes, M; Wu, H-T; Durosier, LD; Cao, M; Burns, P; Desrochers, A; Fecteau, G; Seely, AJE; Frasch, MG. "Temporal Patterns in Sheep Fetal Heart Rate Variability Correlate to Systemic Cytokine Inflammatory Response: A Methodological Exploration of Monitoring Potential Using Complex Signals Bioinformatics.." PloS one 11.4 (January, 2016): e0153515. [doi] [abs]
- Vatter, T; Wu, HT; Chavez-Demoulin, V; Yu, B. "Non-parametric estimation of intraday spot volatility: Disentangling instantaneous trend and seasonality." Econometrics 3.4 (December, 2015): 864-887. [doi] [abs]
- Sheu, Y-L; Wu, H-T; Hsu, L-Y. "Exploring laser-driven quantum phenomena from a time-frequency analysis perspective: a comprehensive study.." Optics express 23.23 (November, 2015): 30459-30482. [doi] [abs]
- Lederman, RR; Talmon, R; Wu, HT; Lo, YL; Coifman, RR. "Alternating diffusion for common manifold learning with application to sleep stage assessment." ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2015-August (August, 2015): 5758-5762. [doi] [abs]
- Wu, H-T; Talmon, R; Lo, Y-L. "Assess sleep stage by modern signal processing techniques.." IEEE transactions on bio-medical engineering 62.4 (April, 2015): 1159-1168. [doi] [abs]
- Karoui, NE; Wu, HT. "Graph connection Laplacian and random matrices with random blocks." Information and Inference 4.1 (March, 2015): 1-42. [doi] [abs]
- Wu, HT; Baudin, F; Frasch, MG; Emeriaud, G. "Respiratory variability during NAVA ventilation in children: Authors' reply." Frontiers in Pediatrics 3.FEB (February, 2015). [doi]
- Wang, YG; Wu, H-T; Daubechies, I; Li, Y; Estes, EH; Soliman, EZ. "Automated J wave detection from digital 12-lead electrocardiogram.." Journal of electrocardiology 48.1 (January, 2015): 21-28. [doi] [abs]
- Lederman, RR; Talmon, R; Wu, H-T; Lo, Y-L; Coifman, RR. "ALTERNATING DIFFUSION FOR COMMON MANIFOLD LEARNING WITH APPLICATION TO SLEEP STAGE ASSESSMENT." 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP) (2015): 5758-5762.
- Sheu, YL; Hsu, LY; Wu, HT; Li, PC; Chu, SI. "A new time-frequency method to reveal quantum dynamics of atomic hydrogen in intense laser pulses: Synchrosqueezing transform." AIP Advances 4.11 (November, 2014): 117138-117138. [doi] [abs]
- Baudin, F; Wu, HT; Bordessoule, A; Beck, J; Jouvet, P; Frasch, MG; Emeriaud, G. "Impact of ventilatory modes on the breathing variability in mechanically ventilated infants." Frontiers in Pediatrics 2.NOV (November, 2014). [doi] [abs]
- Wu, H-T; Hseu, S-S; Bien, M-Y; Kou, YR; Daubechies, I. "Evaluating physiological dynamics via synchrosqueezing: prediction of ventilator weaning.." IEEE transactions on bio-medical engineering 61.3 (March, 2014): 736-744. [doi] [abs]
- Wu, HT; Chan, YH; Lin, YT; Yeh, YH. "Using synchrosqueezing transform to discover breathing dynamics from ECG signals." Applied and Computational Harmonic Analysis 36.2 (March, 2014): 354-359. [doi] [abs]
- Lin, Y-T; Wu, H-T; Tsao, J; Yien, H-W; Hseu, S-S. "Time-varying spectral analysis revealing differential effects of sevoflurane anaesthesia: non-rhythmic-to-rhythmic ratio.." Acta anaesthesiologica Scandinavica 58.2 (February, 2014): 157-167. [doi] [abs]
- Chen, YC; Cheng, MY; Wu, HT. "Non-parametric and adaptive modelling of dynamic periodicity and trend with heteroscedastic and dependent errors." Journal of the Royal Statistical Society. Series B: Statistical Methodology 76.3 (January, 2014): 651-682. [doi] [abs]
- Marchesini, S; Schirotzek, A; Yang, C; Wu, HT; Maia, F. "Augmented projections for ptychographic imaging." Inverse Problems 29.11 (November, 2013): 115009-115009. [doi] [abs]
- Zhang, J-T; Cheng, M-Y; Tseng, C-J; Wu, H-T. "A New Test for One-Way ANOVA with Functional Data and Application to Ischemic Heart Screening." (September, 2013). [abs]
- Wu, HT. "Instantaneous frequency and wave shape functions (I)." Applied and Computational Harmonic Analysis 35.2 (September, 2013): 181-199. [doi] [abs]
- Thakur, G; Brevdo, E; Fučkar, NS; Wu, HT. "The Synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications." Signal Processing 93.5 (May, 2013): 1079-1094. [doi] [abs]
- Cheng, MY; Wu, HT. "Local linear regression on manifolds and its geometric interpretation." Journal of the American Statistical Association 108.504 (January, 2013): 1421-1434. [doi] [abs]
- Auger, F; Flandrin, P; Lin, YT; McLaughlin, S; Meignen, S; Oberlin, T; Wu, HT. "Time-frequency reassignment and synchrosqueezing: An overview." IEEE Signal Processing Magazine 30.6 (January, 2013): 32-41. [doi] [abs]
- Wang, Y-M; Wu, H-T; Huang, E-Y; Kou, YR; Hseu, S-S. "Heart rate variability is associated with survival in patients with brain metastasis: a preliminary report.." BioMed research international 2013 (January, 2013): 503421. [doi] [abs]
- Singer, A; Wu, H-T. "Two-Dimensional Tomography from Noisy Projections Taken at Unknown Random Directions.." SIAM journal on imaging sciences 6.1 (January, 2013): 136-175. [doi] [abs]
- Singer, A; Wu, H-T. "Vector Diffusion Maps and the Connection Laplacian.." Communications on pure and applied mathematics 65.8 (August, 2012). [doi] [abs]
- Thakur, G; Wu, HT. "Synchrosqueezing-based recovery of instantaneous frequency from nonuniform samples." SIAM Journal on Mathematical Analysis 43.5 (November, 2011): 2078-2095. [doi] [abs]
- Singer, A; Wu, H-T. "Orientability and Diffusion Maps.." Applied and computational harmonic analysis 31.1 (July, 2011): 44-58. [doi] [abs]
- Wu, HT; Flandrin, P; Daubechies, I. "One or two frequencies? the synchrosqueezing answers." Advances in Adaptive Data Analysis 3.1-2 (April, 2011): 29-39. [doi] [abs]
- Daubechies, I; Lu, J; Wu, H-T. "Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool." Applied and Computational Harmonic Analysis 30.2 (March, 2011): 243-261. [doi] [abs]