AIMC Topic: Portasystemic Shunt, Transjugular Intrahepatic

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Beyond MELD Score: Association of Machine Learning-derived CT Body Composition with 90-Day Mortality Post Transjugular Intrahepatic Portosystemic Shunt Placement.

Cardiovascular and interventional radiology Oct 29, 2024
PURPOSE: To determine the association of machine learning-derived CT body composition and 90-day mortality after transjugular intrahepatic portosystemic shunt (TIPS) and to assess its predictive performance as a complement to Model for End-Stage Live...
Tomography, X-Ray Computed Female Aged Humans Machine Learning Retrospective Studies Predictive Value of Tests Body Composition Male Portasystemic Shunt, Transjugular Intrahepatic End Stage Liver Disease Middle Aged Risk Assessment
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Predicting Portal Pressure Gradient in Patients with Decompensated Cirrhosis: A Non-invasive Deep Learning Model.

Digestive diseases and sciences Oct 28, 2024
BACKGROUND: A high portal pressure gradient (PPG) is associated with an increased risk of failure to control esophagogastric variceal hemorrhage and refractory ascites in patients with decompensated cirrhosis. However, direct measurement of PPG is in...
Hypertension, Portal Portal Pressure Predictive Value of Tests Esophageal and Gastric Varices Portasystemic Shunt, Transjugular Intrahepatic Female Aged Male Middle Aged Deep Learning Liver Cirrhosis Humans Retrospective Studies
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Machine Learning Offers Exciting Potential for Predicting Postprocedural Outcomes: A Framework for Developing Random Forest Models in IR.

Journal of vascular and interventional radiology : JVIR May 4, 2020
PURPOSE: To demonstrate that random forest models trained on a large national sample can accurately predict relevant outcomes and may ultimately contribute to future clinical decision support tools in IR.
Infant Length of Stay Adolescent Humans Time Factors Machine Learning Child, Preschool Child Male Infant, Newborn Middle Aged Portasystemic Shunt, Transjugular Intrahepatic Risk Factors Risk Assessment Databases, Factual Iatrogenic Disease Aged Aged, 80 and over Pneumothorax Retrospective Studies Hospital Mortality Uterine Artery Embolization Data Mining Young Adult Female Adult United States Radiography, Interventional Image-Guided Biopsy Inpatients
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Machine learning prediction of hepatic encephalopathy for long-term survival after transjugular intrahepatic portosystemic shunt in acute variceal bleeding.

World journal of gastroenterology Jan 28, 2025
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 re...
Humans Risk Factors Aged Adult Machine Learning Retrospective Studies Female Esophageal and Gastric Varices Gastrointestinal Hemorrhage Kaplan-Meier Estimate Hepatic Encephalopathy Portasystemic Shunt, Transjugular Intrahepatic Hypertension, Portal Male Postoperative Complications Middle Aged Logistic Models Risk Assessment Treatment Outcome
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A nomogram for predicting prognosis in patients with transjugular intrahepatic portosystemic shunt creation based on deep learning-derived spleen volume-to-platelet ratio.

The British journal of radiology Feb 28, 2024
OBJECTIVES: The objective of our study was to develop a nomogram to predict post-transjugular intrahepatic portosystemic shunt (TIPS) survival in patients with cirrhosis based on CT images.
Portasystemic Shunt, Transjugular Intrahepatic Deep Learning Prognosis Nomograms Humans Retrospective Studies Spleen
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Does advanced chronic kidney disease impact transjugular intrahepatic portosystemic shunt efficacy and safety?

Acta gastro-enterologica Belgica Jan 1, 2017
BACKGROUND AND STUDY AIMS: There are currently limited data available summarizing the clinical outcomes and safety of transjugular intrahepatic portosystemic shunts (TIPS) in cases of advanced chronic kidney disease (CKD). The study aimed to assess e...
Portasystemic Shunt, Transjugular Intrahepatic Renal Insufficiency, Chronic Treatment Outcome Hepatic Encephalopathy Glomerular Filtration Rate Ascites Illinois Middle Aged Diuretics Humans Paracentesis Severity of Illness Index Gastrointestinal Hemorrhage Female Incidence Male
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