dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling.

John Buresh

Chongliang Luo Md. Nazmul Islam Natalie E. Sheils John Buresh Martijn J. Schuemie Jalpa A. Doshi Rachel M. Werner David A. Asch Yong Chen 0016 dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling. 1366-1371 2022 29 J. Am. Medical Informatics Assoc. 8 https://doi.org/10.1093/jamia/ocac067 db/journals/jamia/jamia29.html#LuoISBSDWAC22

Mackenzie J. Edmondson Chongliang Luo Md. Nazmul Islam Natalie E. Sheils John Buresh Zhaoyi Chen Jiang Bian 0001 Yong Chen 0016 Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks. 104097 2022 131 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2022.104097 db/journals/jbi/jbi131.html#EdmondsonLISBCB22

Jiayi Tong Chongliang Luo Md. Nazmul Islam Natalie E. Sheils John Buresh Mackenzie J. Edmondson Peter A. Merkel Ebbing Lautenbach Rui Duan 0004 Yong Chen 0016 Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites. 2022 5 npj Digit. Medicine https://doi.org/10.1038/s41746-022-00615-8 db/journals/npjdm/npjdm5.html#TongLISBEMLD022

David A. Asch Jiang Bian 0001 Yong Chen 0016 Zhaoyi Chen Jalpa A. Doshi Rui Duan 0004 Mackenzie J. Edmondson Md. Nazmul Islam Ebbing Lautenbach Chongliang Luo Peter A. Merkel Martijn J. Schuemie Natalie E. Sheils Jiayi Tong Rachel M. Werner