Concepedia
Statistics
Publications
12
Citations
1K
H-Index
11
Active since
2012
Affiliations
Dascena (United States)(Current)
University of California, San Francisco
Kaiser Permanente South San Francisco Medical Center
Lawrence Livermore National Laboratory
Stanford University
Thomas Desautels is an author at Dascena (United States) specializing in medicine, machine learning, and engineering.
Top concepts
MedicineMachine LearningEngineeringAntibody EngineeringSepsisCovid-19VirologyAddictionDiagnosisBiophysics
Publications per year
2012–2024
Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach
Thomas Desautels, Jacob Calvert, Jana Hoffman et al. · JMIR Medical Informatics · 2016 · 505 citations · Full text
Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach
Thomas Desautels, Ritankar Das, Jacob Calvert et al. · BMJ Open · 2017 · 128 citations · Full text
Using electronic health record collected clinical variables to predict medical intensive care unit mortality
Jacob Calvert, Qingqing Mao, Jana Hoffman et al. · Annals of Medicine and Surgery · 2016 · 80 citations · Full text
High-performance detection and early prediction of septic shock for alcohol-use disorder patients
Jacob Calvert, Thomas Desautels, Uli K. Chettipally et al. · Annals of Medicine and Surgery · 2016 · 73 citations · Full text
Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization
Thomas Desautels, Andreas Krause, Joel W. Burdick · arXiv (Cornell University) · 2012 · 68 citations · Full text
Artificial Intelligence, Model Optimization, Engineering +13
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