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Jungpil Shin

3 papers indexed

arxivcs.LG2026-07-17

CardioMeta: Calibrated Multi-Task Prediction of Diabetes, Hypertension, and Cardiovascular Disease Across Population and EHR Data

S M Asif Hossain, Ruksat Khan Shayoni, M. F. Mridha, Jungpil Shin

Cardiometabolic diseases remain among the most persistent drivers of preventable morbidity because diabetes, hypertension, and cardiovascular disease frequently co-occur and share metabolic, vascular, demographic, and behavioral determinants. Existing machine learning studies for…

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