Tree-Based Risk Factor Identification and Stroke Level Prediction in Stroke Cohort Study.

. This study focuses on the identification of risk factors, classification of stroke level, and evaluation of the importance and interactions of various patient characteristics using cohort data from the Second Hospital of Lanzhou University. .