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

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