Open AccessValidation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19
Author(s) -
Ayis Pyrros,
Jorge Rodriguez Fernandez,
Stephen M. Borstelmann,
Adam E. Flanders,
Daniel R. Wenzke,
Ernest Hart,
Jeanne M. Horowitz,
Paul Nikolaidis,
Melinda Willis,
Andrew Chen,
Patrick Cole,
Nasir Siddiqui,
Momin Muzaffar,
Nadir Muzaffar,
Jennifer McVean,
Martha Menchaca,
Aggelos K. Katsaggelos,
Sanmi Koyejo,
William L. Galanter
Publication year - 2022
Publication title -
plos digital health
Language(s) - English
Resource type - Journals
ISSN - 2767-3170
DOI - 10.1371/journal.pdig.0000057
Subject(s) - medicine , receiver operating characteristic , cohort , logistic regression , comorbidity , ambulatory , retrospective cohort study , diabetes mellitus , endocrinology