M. Suleimenova

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

Cardiovascular risk assessment remains a central challenge in both population-based prevention and high-risk clinical settings. We benchmarked a previously developed mechanistic model of cardiovascular ageing against machine-learning baselines across two distinct cohorts and evaluated both discrimination and probabilit...