| Prediction of sepsis in the intensive care unit with minimal electronic health record data: a machine learning approach T Desautels, J Calvert, J Hoffman, M Jay, Y Kerem, L Shieh, ... JMIR medical informatics 4 (3), e5909, 2016 | 466 | 2016 |
| Parallelizing exploration-exploitation tradeoffs in Gaussian process bandit optimization. T Desautels, A Krause, JW Burdick J. Mach. Learn. Res. 15 (1), 3873-3923, 2014 | 462 | 2014 |
| Spinal stimulator systems for restoration of function JW Burdick, YC Tai, JF Naber, RS Keynton, VR Edgerton, RR Roy, ... US Patent 9,409,023, 2016 | 140 | 2016 |
| Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach T Desautels, R Das, J Calvert, M Trivedi, C Summers, DJ Wales, A Ercole BMJ open 7 (9), e017199, 2017 | 119 | 2017 |
| Using electronic health record collected clinical variables to predict medical intensive care unit mortality J Calvert, Q Mao, JL Hoffman, M Jay, T Desautels, H Mohamadlou, ... Annals of medicine and surgery 11, 52-57, 2016 | 84 | 2016 |
| Using transfer learning for improved mortality prediction in a data-scarce hospital setting T Desautels, J Calvert, J Hoffman, Q Mao, M Jay, G Fletcher, C Barton, ... Biomedical informatics insights 9, 1178222617712994, 2017 | 61 | 2017 |
| High-performance detection and early prediction of septic shock for alcohol-use disorder patients J Calvert, T Desautels, U Chettipally, C Barton, J Hoffman, M Jay, Q Mao, ... Annals of medicine and surgery 8, 50-55, 2016 | 59 | 2016 |
| Neurostimulator devices using a machine learning method implementing a gaussian process optimization JW Burdick, YC Tai, JF Naber, RS Keynton, VR Edgerton, RR Roy, ... US Patent 9,931,508, 2018 | 58 | 2018 |
| High density epidural stimulation for facilitation of locomotion, posture, voluntary movement, and recovery of autonomic, sexual, vasomotor, and cognitive function after … VR Edgerton, RR Roy, Y Gerasimenko, JW Burdick, SJ Harkema, J Hodes, ... US Patent 9,907,958, 2018 | 56 | 2018 |
| High density epidural stimulation for facilitation of locomotion, posture, voluntary movement, and recovery of autonomic, sexual, vasomotor, and cognitive function after … VR Edgerton, RR Roy, Y Gerasimenko, JW Burdick, SJ Harkema, J Hodes, ... US Patent 9,101,769, 2015 | 52 | 2015 |
| Neurostimulator JW Burdick, YC Tai, JF Naber, RS Keynton, VR Edgerton, RR Roy, ... US Patent App. 14/604,625, 2015 | 48 | 2015 |
| Rapid in silico design of antibodies targeting SARS-CoV-2 using machine learning and supercomputing T Desautels, A Zemla, E Lau, M Franco, D Faissol BioRxiv, 2020.04. 03.024885, 2020 | 29 | 2020 |
| Prediction of sepsis in the intensive care unit with minimal electronic health record data: a machine learning approach. JMIR Med Inform. 2016; 4 (3): e28 T Desautels, J Calvert, J Hoffman, M Jay, Y Kerem, L Shieh, ... | 22 | 2016 |
| An active learning algorithm for control of epidural electrostimulation TA Desautels, J Choe, P Gad, MS Nandra, RR Roy, H Zhong, YC Tai, ... IEEE Transactions on Biomedical Engineering 62 (10), 2443-2455, 2015 | 22 | 2015 |
| A computational approach to mortality prediction of alcohol use disorder inpatients J Calvert, Q Mao, AJ Rogers, C Barton, M Jay, T Desautels, ... Computers in biology and medicine 75, 74-79, 2016 | 21 | 2016 |
| Prediction of sepsis in the intensive care unit with minimal electronic health record data: a machine learning approach. JMIR Med Inform. 2016 Sep 30; 4 (3): e28. doi: 10.2196 … T Desautels, J Calvert, J Hoffman, M Jay, Y Kerem, L Shieh, ... | 17 | |
| Neurostimulator JW Burdick, YC Tai, JF Naber, RS Keynton, VR Edgerton, RR Roy, ... US Patent 10,737,095, 2020 | 13 | 2020 |
| Large-scale application of free energy perturbation calculations for antibody design F Zhu, FA Bourguet, WFD Bennett, EY Lau, KT Arrildt, BW Segelke, ... Scientific Reports 12 (1), 12489, 2022 | 10 | 2022 |
| Method and system for parallel batch processing of data sets using Gaussian process with batch upper confidence bound A Krause, T Desautels, JW Burdick US Patent 9,342,786, 2016 | 9 | 2016 |
| Pediatric severe sepsis prediction using machine learning T Desautels, J Hoffman, C Barton, Q Mao, M Jay, J Calvert, R Das bioRxiv, 223289, 2017 | 8 | 2017 |
