Thomas Desautels

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 · 533 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

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 · 130 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

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 · 82 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

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 · 74 citations · Full text

Veterinary Medicine, Internal Medicine, Early Detection +16

Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization

Thomas Desautels, Andreas Krause, Joel W. Burdick · arXiv (Cornell University) · 2012 · 69 citations · Full text

Computing, Computer Science, Artificial Intelligence +15