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Journal Articles
- 2021
[j7]Ashwath Radhachandran
, Anurag Garikipati, Nicole S. Zelin, Emily Pellegrini, Sina Ghandian, Jacob S. Calvert, Jana L. Hoffman, Qingqing Mao, Ritankar Das:
Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data. BioData Min. 14(1): 23 (2021)- 2020
- [j6]Hoyt Burdick, Carson K. Lam, Samson Mataraso, Anna Siefkas, Gregory Braden, R. Phillip Dellinger, Andrea McCoy, Jean-Louis Vincent, Abigail Green-Saxena, Gina Barnes, Jana L. Hoffman, Jacob S. Calvert, Emily Pellegrini, Ritankar Das:
Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial. Comput. Biol. Medicine 124: 103949 (2020) - [j5]Hamid Mohamadlou, Saarang Panchavati, Jacob S. Calvert, Anna Lynn-Palevsky, Sidney Le, Angier Allen, Emily Pellegrini, Abigail Green-Saxena, Christopher W. Barton, Grant Fletcher, Lisa Shieh, Philip B. Stark, Uli K. Chettipally, David Shimabukuro, Mitchell Feldman, Ritankar Das:
Multicenter validation of a machine-learning algorithm for 48-h all-cause mortality prediction. Health Informatics J. 26(3): 1912-1925 (2020) - 2019
- [j4]Christopher W. Barton, Uli K. Chettipally, Yifan Zhou, Zirui Jiang, Anna Lynn-Palevsky, Sidney Le, Jacob S. Calvert, Ritankar Das:
Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs. Comput. Biol. Medicine 109: 79-84 (2019) - 2017
- [j3]Jacob S. Calvert, Daniel A. Price, Christopher W. Barton, Uli K. Chettipally, Ritankar Das:
Discharge recommendation based on a novel technique of homeostatic analysis. J. Am. Medical Informatics Assoc. 24(1): 24-29 (2017) - 2016
- [j2]Jacob S. Calvert, Daniel A. Price, Uli K. Chettipally, Christopher W. Barton, Mitchell D. Feldman, Jana L. Hoffman, Melissa Jay, Ritankar Das:
A computational approach to early sepsis detection. Comput. Biol. Medicine 74: 69-73 (2016) - [j1]Jacob S. Calvert, Qingqing Mao, Angela J. Rogers, Christopher W. Barton, Melissa Jay, Thomas Desautels, Hamid Mohamadlou, Jasmine Jan, Ritankar Das:
A computational approach to mortality prediction of alcohol use disorder inpatients. Comput. Biol. Medicine 75: 74-79 (2016)
Informal and Other Publications
- 2021
- [i1]Fernando Lejarza, Jacob S. Calvert, Misty M. Attwood, Daniel Evans, Qingqing Mao:
Optimal discharge of patients from intensive care via a data-driven policy learning framework. CoRR abs/2112.09315 (2021)
Coauthor Index
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