openalexMedicine2026-07-24
Machine learning-based identification of cardiovascular risk modifiers in patients with very high LDL cholesterol: A cross-sectional study
Hakan Karataş, Ülfet Değer, Safa Abdullah Söğütlügil, Abidin Gündoğdu, Gökhan Tazegül, Ali Serdar Fak
Individuals with LDL cholesterol (LDL-C) ≥ 190 mg/dL face a markedly increased risk of major adverse cardiovascular events (MACE). Traditional risk calculators such as SCORE2 and the Framingham risk score often underestimate this risk. In this study, we aimed to apply machine lea…