Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework.
Jiayi TongYishan ShenAlice XuXing HeChongliang LuoMackenzie EdmondsonDazheng ZhangYiwen LuChao YanRuowang LiLianne K SiegelLichao SunElizabeth A ShenkmanSally C MortonBradley A MalinJiang BianDavid A AschYong ChenPublished in: Journal of the American Medical Informatics Association : JAMIA (2024)
Our framework is broadly applicable to other decentralized datasets and disparities research related to differential access to care. Ultimately, our proposed framework will advance equity in human health by identifying and addressing hospital-level racial disparities.