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 Xu³ ;   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 Klang⁷ ;   Young Joon Kwon⁸ ;   Anthony Costa⁸ ;   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 Wang³ ;   Benjamin S Glicksberg^{1, 2, 4}