Multi-modality risk prediction of cardiovascular diseases for breast cancer cohort in the All of Us Research Program.
Han YangSicheng ZhouZexi RaoChen ZhaoErjia CuiChetan ShenoyAnne H BlaesNishitha PaidimukkalaJinhua WangJue HouRui ZhangPublished in: Journal of the American Medical Informatics Association : JAMIA (2024)
This study demonstrates the liability of the All of Us's diverse dataset in developing a multi-modality predictive model for CVD in BC survivors risk stratification in oncological survivorship. The data integration pipeline and subsequent predictive models establish a methodological foundation for future research into personalized healthcare.