Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study
Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study
Kenji Ikemura
1, 2
, MD
;
Eran Bellin
3
, MD
;
Yukako Yagi
4
, PhD
;
Henny Billett
5
, MD
;
Mahmoud Saada
2
, BS
;
Katelyn Simone
2
, MM
;
Lindsay Stahl
3
, MS
;
James Szymanski
1
, MD
;
D Y Goldstein
1
, MD
;
Morayma Reyes Gil
1
, MD, PhD
1
Department of Pathology
,
Albert Einstein College of Medicine
,
Montefiore Medical Center
,
The Bronx
,
NY
,
US
2
Tsubomi Technology
,
The Bronx
,
NY
,
US
3
Department of Epidemiology and Population Health and Medicine
,
Albert Einstein College of Medicine
,
Montefiore Medical Center
,
The Bronx
,
NY
,
US
4
Department of Pathology
,
Memorial Sloan Kettering Cancer Center
,
New York
,
NY
,
US
5
Department of Oncology and Medicine
,
Albert Einstein College of Medicine
,
Montefiore Medical Center
,
The Bronx
,
NY
,
US
Corresponding Author:
-
Kenji Ikemura, MD
-
Department of Pathology
-
Albert Einstein College of Medicine
-
Montefiore Medical Center
-
111 E 210th St
-
The Bronx, NY
-
US
-
Phone:
1 9493703777
-
Email: kikemura@montefiore.org