Development and validation of a machine learning-based early warning system for predicting venous thromboembolism risk in hospitalized lymphoma patients undergoing chemotherapy: a multicenter and retrospective cohort study

BackgroundLymphoma patients hospitalized for chemotherapy are at increased risk of venous thromboembolism (VTE) due to prolonged treatment and bed rest. Early prediction of VTE in this group remains challenging. This study aimed to develop a machine learning-based early warning system (VTE-EWS) tail...

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التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Tingting Jiang, Zailin Yang, Xinyi Tang, Na Fan, Zuhai Hu, Jieping Li, Tingting Liu, Yu Peng, Shuang Chen, Bingling Guo, Xiaomei Zhang, Yong Chen, Jun Li, Dehong Huang, Jun Liu, Yakun Zhang, Xuefen Liu, Xia Wei, Zhanshu Liu, Haike Lei, Yao Liu
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	Frontiers Media S.A. 2025-08-01
سلاسل:	Frontiers in Oncology
الموضوعات:	venous thromboembolism machine learning lymphoma prediction early warning
الوصول للمادة أونلاين:	https://www.frontiersin.org/articles/10.3389/fonc.2025.1566905/full
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!