Machine learning prediction of hepatic encephalopathy for long-term survival after transjugular intrahepatic portosystemic shunt in acute variceal bleeding.
Journal:
World journal of gastroenterology
PMID:
39877716
Abstract
BACKGROUND: Transjugular intrahepatic portosystemic shunt (TIPS) is an effective intervention for managing complications of portal hypertension, particularly acute variceal bleeding (AVB). While effective in reducing portal pressure and preventing rebleeding, TIPS is associated with a considerable risk of overt hepatic encephalopathy (OHE), a complication that significantly elevates mortality rates.
Authors
Keywords
Adult
Aged
Esophageal and Gastric Varices
Female
Gastrointestinal Hemorrhage
Hepatic Encephalopathy
Humans
Hypertension, Portal
Kaplan-Meier Estimate
Logistic Models
Machine Learning
Male
Middle Aged
Portasystemic Shunt, Transjugular Intrahepatic
Postoperative Complications
Retrospective Studies
Risk Assessment
Risk Factors
Treatment Outcome