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Jacob S. Calvert
ORCID
Publication Activity (10 Years)
Years Active: 2016-2021
Publications (10 Years): 8
Top Topics
Prediction Accuracy
Long Term
Intensive Care
Vital Signs
Top Venues
Comput. Biol. Medicine
CoRR
BioData Min.
J. Am. Medical Informatics Assoc.
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Publications
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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) (2021)
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
(2021)
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) (2020)
Hoyt Burdick
,
Carson 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 (2020)
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 (2019)
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) (2017)
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 (2016)
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 (2016)