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Machine learning-driven risk stratification to guide variceal embolization in TIPS-treated cirrhotic patients with acute variceal bleeding

Abstract Background Transjugular intrahepatic portosystemic shunt (TIPS) combined with variceal embolization (VE) is a therapeutic strategy for cirrhotic patients with acute variceal bleeding (AVB). However, the efficacy of this combination remains controversial. This study aimed to develop and vali...

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Wedi'i Gadw mewn:
Prif Awduron: Gangfeng Zhu, Yipeng Song, Beijia Yu, Cixiang Chen, Siying Chen, Yi Xie, Qiang Yi, Haozhe Fu, Xiangcai Wang, Li Huang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BMC 2025-12-01
Cyfres:BMC Medical Informatics and Decision Making
Pynciau:
Acute variceal bleeding
Cirrhosis
Transjugular intrahepatic portosystemic shunt
Variceal embolization
Machine learning
Rebleeding
Mynediad Ar-lein:https://doi.org/10.1186/s12911-025-03304-0
Tagiau: Ychwanegu Tag
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