Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks. - Mackenzie J. Edmondson; Chongliang Luo; Md. Nazmul Islam; Natalie E. Sheils; John Buresh; Zhaoyi Chen; Jiang Bian 001; Yong Chen 016 (J. Biomed. Informatics, 2022)

Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites. - Jiayi Tong; Chongliang Luo; Md. Nazmul Islam; Natalie E. Sheils; John Buresh; Mackenzie J. Edmondson; Peter A. Merkel; Ebbing Lautenbach; Rui Duan 004; Yong Chen 016 (npj Digit. Medicine, 2022)

Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework. - Jiayi Tong; Yishan Shen; Alice Xu; Xing He 003; Chongliang Luo; Mackenzie J. Edmondson; Dazheng Zhang; Yiwen Lu; Chao Yan 004; Ruowang Li; Lianne Siegel; Lichao Sun 001; et al. (J. Am. Medical Informatics Assoc., 2024)