Multi-modality risk prediction of cardiovascular diseases for breast cancer cohort in the All of Us Research Program.
This study leverages the rich diversity of the All of Us Research Program (All of Us)'s dataset to devise a predictive model for cardiovascular disease (CVD) in breast cancer (BC) survivors. Central to this endeavor is the creation of a robust data integration pipeline that synthesizes electronic health records (EHRs), patient surveys, and genomic data, while upholding fairness across demographic variables.
Author(s): Yang, Han, Zhou, Sicheng, Rao, Zexi, Zhao, Chen, Cui, Erjia, Shenoy, Chetan, Blaes, Anne H, Paidimukkala, Nishitha, Wang, Jinhua, Hou, Jue, Zhang, Rui
DOI: 10.1093/jamia/ocae199