Prediction model for deep vein thrombosis stability based on multiple machine learning methods

Yaxi Yu, Min Wang, Jianxia Song, Dawei Wang, Shuqi Hao, Xiuqing Hao, Fei Yang, Hebei North University, Department of Thoracic Surgery, The First Affiliated Hospital of Hebei North University, Department of Medical Imaging, The First Affiliated Hospital of Hebei North University, Department of Pathology, The First Affiliated Hospital of Hebei North University

Phlebology: The Journal of Venous Disease

Published online on February 16, 2026

Abstract

Phlebology, Ahead of Print.
BackgroundThis study aimed to develop multiple machine learning (ML) models to predict DVT stability based on clinical and computed tomography (CT) texture features.MethodsA total of 108 patients diagnosed with DVT by clinical examination and ...