A Machine Learning-Based Prognostic Model for Lower Extremity Deep Vein Thrombosis Following Acute Stroke

Lingling Liu, Juan Zhou, Liping Li, Zhaodan Gan, Jun Lu, Guangxu Xu, Qian Ye, Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Department of Ultrasonography, The First Affiliated Hospital of Nanjing Medical University

Clinical and Applied Thrombosis/Hemostasis

Published online on June 09, 2026

Abstract

Clinical and Applied Thrombosis/Hemostasis, Volume 32, January-December 2026.
ObjectivesTo develop a machine learning (ML)-based prognostic model for predicting the risk of lower extremity deep vein thrombosis (DVT) after acute stroke, with an emphasis on limb functional assessments.MethodsWe conducted a retrospective analysis of ...