This paper is in the following e-collection/theme issue:

JMIR Theme Issue: COVID-19 Special Issue (2243) Clinical Information and Decision Making (1042) Decision Support for Health Professionals (854) Outbreak and Pandemic Preparedness and Management (1530) Machine Learning (1122) Artificial Intelligence (827)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/42717, first published .
Deep Learning With Chest Radiographs for Making Prognoses in Patients With COVID-19: Retrospective Cohort Study

Deep Learning With Chest Radiographs for Making Prognoses in Patients With COVID-19: Retrospective Cohort Study

Deep Learning With Chest Radiographs for Making Prognoses in Patients With COVID-19: Retrospective Cohort Study

Authors of this article:

Hyun Woo Lee 1, 2 Author Orcid Image ;   Hyun Jun Yang 2 Author Orcid Image ;   Hyungjin Kim 2, 3 Author Orcid Image ;   Ue-Hwan Kim 4 Author Orcid Image ;   Dong Hyun Kim 2, 5 Author Orcid Image ;   Soon Ho Yoon 2, 3 Author Orcid Image ;   Soo-Youn Ham 6 Author Orcid Image ;   Bo Da Nam 7 Author Orcid Image ;   Kum Ju Chae 8 Author Orcid Image ;   Dabee Lee 9 Author Orcid Image ;   Jin Young Yoo 10 Author Orcid Image ;   So Hyeon Bak 11 Author Orcid Image ;   Jin Young Kim 12 Author Orcid Image ;   Jin Hwan Kim 13 Author Orcid Image ;   Ki Beom Kim 14 Author Orcid Image ;   Jung Im Jung 15 Author Orcid Image ;   Jae-Kwang Lim 16 Author Orcid Image ;   Jong Eun Lee 17 Author Orcid Image ;   Myung Jin Chung 18 Author Orcid Image ;   Young Kyung Lee 19 Author Orcid Image ;   Young Seon Kim 20 Author Orcid Image ;   Sang Min Lee 21 Author Orcid Image ;   Woocheol Kwon 22 Author Orcid Image ;   Chang Min Park 2, 3 Author Orcid Image ;   Yun-Hyeon Kim 17 Author Orcid Image ;   Yeon Joo Jeong 23 Author Orcid Image ;   Kwang Nam Jin 2, 5 Author Orcid Image ;   Jin Mo Goo 2, 3 Author Orcid Image
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Journals

  1. Banoei M, Rafiepoor H, Zendehdel K, Seyyedsalehi M, Nahvijou A, Allameh F, Amanpour S. Unraveling complex relationships between COVID-19 risk factors using machine learning based models for predicting mortality of hospitalized patients and identification of high-risk group: a large retrospective study. Frontiers in Medicine 2023;10 View