Stanford University
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Michael Gensheimer, MD
Clinical Associate Professor, Radiation Oncology - Radiation Therapy
Current Research and Scholarly InterestsIn addition to my clinical research in head and neck and lung cancer, I work on the application of computer science and machine learning to cancer research. I develop tools for analyzing large datasets to improve outcomes and safety of cancer treatment. I developed a machine learning prognostic model using data from around 13,000 patients with metastatic cancer which performs better than traditional models and physicians [PubMed ID 33313792]. We recently completed a prospective randomized study in thousands of patients in which the model was used to help improve advance care planning conversations.
I also work on the methods underpinning observational and predictive modeling research. My open source nnet-survival software that allows use of neural networks for survival modeling has been used by researchers internationally. In collaboration with the Stanford Research Informatics Center, I examined how electronic medical record (EMR) survival outcome data compares to gold-standard data from a cancer registry [PubMed ID 35802836]. The EMR data captured less than 50% of deaths, a finding that affects many studies being published that use EMR outcomes data. -
Andrew Gentles
Associate Professor (Research) of Pathology, of Medicine (Computational Medicine) and, by courtesy, of Biomedical Data Science
Current Research and Scholarly InterestsComputational systems biology
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Heather Gentner
Director of Finance and Administration (SoM), Stem Cell Bio Regenerative Med Institute
Current Role at StanfordI am the Director of Finance and Administration for the Institute for Stem Cell Biology and Regenerative Medicine (ISCBRM) in the School of Medicine. I oversee and carry out administrative and financial related functions for the department.
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Matthew Gentzkow
Landau Professor of Technology and the Economy and Senior Fellow at the Stanford Institute for Economic Policy Research
BioMatthew Gentzkow is the Landau Professor of Technology and the Economy at Stanford University and the Faculty Director of Stanford Impact Labs. He studies the economics and social impact of media and technology industries. He is a member of the National Academy of Sciences, a fellow of the American Academy of Arts and Sciences, a fellow of the Econometric Society, a senior fellow at the Stanford Institute for Economic Policy Research, and former Editor of American Economic Review: Insights. He received the 2014 John Bates Clark Medal, given by the American Economic Association to the American economist under the age of forty who has made the most significant contribution to economic thought and knowledge. Other awards include the Calvó-Armengol International Prize, the John Von Neumann Award, the Alfred P. Sloan Research Fellowship, grants from the National Science Foundation, National Institutes for Health, and Sloan Foundation, and a Faculty Excellence Award for teaching. He studied at Harvard University where he earned a bachelor's degree in 1997, a master's degree in 2002, and a PhD in 2004.
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Carly O'Connor, PA-C, MMS
Affiliate, IT Services
BioCarly O'Connor, PA is a physician assistant at Stanford Health Care's department of orthopedic surgery.