Publications [#374743] of Igor Akushevich

Papers Published
  1. Mane, KK; Owen, P; Schmitt, C; Wilhelmsen, K; Gersing, K; Pietrobon, R; Akushevich, I, Visual analytics to optimize patient-population evidence delivery for personalized care, 2013 ACM Conference on Bioinformatics Computational Biology and Biomedical Informatics ACM Bcb 2013 (November, 2013), pp. 484-488 [doi] .

    Abstract:
    Electronic medical records (EMR) can be used to identify cohorts of patients who are clinically comparable to an individual patient. In this paper, we describe an approach that applies visual analytics to EMR data to describe the clinical course for an individual patient, display outcomes for a comparable cohort stratified by treatment, and generate predictions regarding a patient's clinical course based on treatment options. The visual display of information is designed to help clinicians choose among alternative therapies based on the EMR-derived outcomes of the cohort. Copyright © 2007 by the Association for Computing Machinery.

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