OUR PEOPLE
Vivek Rudrapatna, MD, PhD
Assistant Professor
School of Medicine
490 Illinois Street, #21E
San Francisco, CA 94158
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Education and Training
Harvard University,Cambridge, MA, A.B. - 05/2006 Biophysics
Icahn School of Medicine at Mount Sinai,New York, NY, M.D., Ph.D. - 05/2014 Medicine, Cancer Biology
Baylor College of Medicine,Houston, TX, Residency - 06/2016 Internal Medicine
University of California,San Francisco, Fellowship - 06/2020 Gastroenterology, Clinical Data Science
Awards and Honors
Vivli Pioneer Award, 2020
Overview
Vivek Rudrapatna is a physician-scientist and Inflammatory Bowel Disease specialist in the Division of Gastroenterology. His research group develops methods for analyzing healthcare data with the goal of improving clinical decision making. Towards these goals, his team draws inspiration from a variety of disciplines within the data sciences, including biostatistics, natural language processing, machine learning, and artificial intelligence.
Current areas of focus include:
-Information extraction from clinical notes using Large Language Models
-Retrospective emulation of clinical trials using EHR data
-Reducing diagnostic delays using machine learning
-Personalizing treatment selection using EHR and RCT data
-Reinforcement learning for optimal clinical decision making
Current areas of focus include:
-Information extraction from clinical notes using Large Language Models
-Retrospective emulation of clinical trials using EHR data
-Reducing diagnostic delays using machine learning
-Personalizing treatment selection using EHR and RCT data
-Reinforcement learning for optimal clinical decision making