Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach

Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach

Authors of this article:

Akhil Vaid ^{1, 2} ;   Suraj K Jaladanki ^{1, 2} ;   Jie Xu ³ ;   Shelly Teng ^{1, 2} ;   Arvind Kumar ^{1, 2} ;   Samuel Lee ^{1, 2} ;   Sulaiman Somani ^{1, 2} ;   Ishan Paranjpe ^{1, 2} ;   Jessica K De Freitas ^{1, 2, 4} ;   Tingyi Wanyan ^{1, 5, 6} ;   Kipp W Johnson ^{1, 2} ;   Mesude Bicak ^{1, 2, 4} ;   Eyal Klang ⁷ ;   Young Joon Kwon ⁸ ;   Anthony Costa ⁸ ;   Shan Zhao ^{1, 9} ;   Riccardo Miotto ^{1, 4} ;   Alexander W Charney ^{2, 4, 10, 11} ;   Erwin Böttinger ^{1, 2, 12} ;   Zahi A Fayad ^{13, 14} ;   Girish N Nadkarni ^{1, 2, 15, 16} ;   Fei Wang ³ ;   Benjamin S Glicksberg ^{1, 2, 4}