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

doi.org/10.3389/fneur.2026.1786279PubMed 42568421