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

JMIR Theme Issue: COVID-19 Special Issue (2554) Clinical Information and Decision Making (1915) Electronic Health Records (1319) Decision Support for Health Professionals (1539) Machine Learning (2076) Outbreak and Pandemic Preparedness and Management (1826) Secondary Use of Clinical Data for Research and Surveillance (474) Artificial Intelligence (2129) Theme Issue: Medical Informatics and COVID-19 (124) Innovative Methods in Public Health and Surveillance (383) Clinical Informatics (1325)

Published on in Vol 23, No 9 (2021): September

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/30157, first published .
COVID-19 Mortality Prediction From Deep Learning in a Large Multistate Electronic Health Record and Laboratory Information System Data Set: Algorithm Development and Validation

COVID-19 Mortality Prediction From Deep Learning in a Large Multistate Electronic Health Record and Laboratory Information System Data Set: Algorithm Development and Validation

COVID-19 Mortality Prediction From Deep Learning in a Large Multistate Electronic Health Record and Laboratory Information System Data Set: Algorithm Development and Validation

Authors of this article:

Saranya Sankaranarayanan1 Author Orcid Image ;   Jagadheshwar Balan1 Author Orcid Image ;   Jesse R Walsh1 Author Orcid Image ;   Yanhong Wu1 Author Orcid Image ;   Sara Minnich1 Author Orcid Image ;   Amy Piazza1 Author Orcid Image ;   Collin Osborne1 Author Orcid Image ;   Gavin R Oliver1 Author Orcid Image ;   Jessica Lesko1 Author Orcid Image ;   Kathy L Bates1 Author Orcid Image ;   Kia Khezeli1 Author Orcid Image ;   Darci R Block1 Author Orcid Image ;   Margaret DiGuardo1 Author Orcid Image ;   Justin Kreuter1 Author Orcid Image ;   John C O’Horo1 Author Orcid Image ;   John Kalantari1 Author Orcid Image ;   Eric W Klee1 Author Orcid Image ;   Mohamed E Salama1 Author Orcid Image ;   Benjamin Kipp1 Author Orcid Image ;   William G Morice1 Author Orcid Image ;   Garrett Jenkinson1 Author Orcid Image
Article Authors Cited by (26) Tweetations (5) Metrics

Saranya Sankaranarayanan   1 * , MS ;   Jagadheshwar Balan   1 * , MS ;   Jesse R Walsh   1 , PhD ;   Yanhong Wu   1 , PhD ;   Sara Minnich   1 , BA ;   Amy Piazza   1 , MLS ;   Collin Osborne   1 , MS ;   Gavin R Oliver   1 , MS ;   Jessica Lesko   1 , MA ;   Kathy L Bates   1 , MBA ;   Kia Khezeli   1 , PhD ;   Darci R Block   1 , PhD ;   Margaret DiGuardo   1 , MD ;   Justin Kreuter   1 , MD ;   John C O’Horo   1 , MPH, MD ;   John Kalantari   1 , PhD ;   Eric W Klee   1 , PhD ;   Mohamed E Salama   1 , MD ;   Benjamin Kipp   1 , PhD ;   William G Morice   1 , MD, PhD ;   Garrett Jenkinson   1 , PhD

1 Mayo Clinic, Rochester, MN, United States

*these authors contributed equally

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