Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach - Vaid, Akhil; Jaladanki, Suraj K; Xu, Jie; Teng, Shelly; Kumar, Arvind; Lee, Samuel; Somani, Sulaiman; Paranjpe, Ishan; De Freitas, Jessica K; Wanyan, Tingyi; Johnson, Kipp W; Bicak, Mesude; et al. (JMIR medical informatics, 2021)
Keywords: Cardiovascular disease; Coronaviruses; COVID-19; Demographics; Electronic health records; Hospitals; Machine learning; Medical research; Mortality; Multimedia; Original Paper; Patients; COVID-19; electronic health records; machine learning; federated learning