Frontiers in Neurology
Explainable XGBoost model and nomogram for risk factor identification and risk prediction in cerebral small vessel disease: a machine learning-based retrospective cohort study
Cohort study of 1,640 peopleBiomarkers
Independent replication, multicentre
The paper
Xinjiang Medical University
Frontiers in Neurology, 24 Jul 2026



