R. Amanova

Hybrid Mechanistic and Machine Learning Framework for Interpretable Cardiovascular Risk Prediction Across Public Cohorts

Overall, cohort-specific machine-learning models demonstrated stronger discrimination, while the external applicability of the mechanistic framework depended on the alignment of available predictors and clinical endpoints in the target cohort.