openalexFrontiers in Cardiovascular Medicine2026-07-24
Interpretable machine learning and mendelian randomization identify risk factors for lower extremity arterial embolism and thrombosis
X J Li, Guohao Wei, Rui Liu, Qiulin Jiang, Yarong Ma, Xiaolei Sun
Background Lower extremity arterial embolism and thrombosis lead to significant morbidity, but their risk factors are not fully characterized. Objectives To identify risk factors and develop an interpretable machine learning (ML) model for predicting lower extremity arterial embo…