Open AccessPredicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods
Author(s) -
Wenyu Song,
Linying Zhang,
Luwei Liu,
Michael Sainlaire,
Mehran Karvar,
MinJeoung Kang,
Avery Pullman,
Stuart R. Lipsitz,
Anthony F. Massaro,
Namrata Patil,
Ravi Jasuja,
Patricia C. Dykes
Publication year - 2022
Publication title -
journal of the american medical informatics association
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.614
H-Index - 150
eISSN - 1527-974X
pISSN - 1067-5027
DOI - 10.1093/jamia/ocac083
Subject(s) - medicine , logistic regression , random forest , receiver operating characteristic , machine learning , artificial intelligence , cohort , covid-19 , medical record , population , health care , disease , computer science , environmental health , infectious disease (medical specialty) , economics , economic growth
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom