Can Artificial Intelligence and Machine Learning Transform Prediction and Treatment of Post-Transjugular Intrahepatic Portosystemic Shunt (TIPS) Overt Hepatic Encephalopathy?

Kalo, Eric, Read, Scott, George, Jacob, Majumdar, Avik, and Ahlenstiel, Golo (2025) Can Artificial Intelligence and Machine Learning Transform Prediction and Treatment of Post-Transjugular Intrahepatic Portosystemic Shunt (TIPS) Overt Hepatic Encephalopathy? Gastro Hep Advances, 4 (2). 100560.

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Abstract

[Extract] Over the past decade, artificial computational systems in particular artificial intelligence (AI) and derived technologies have become increasingly integrated into clinical practice, revolutionizing care, outperforming/surpassing humans for certain medical tasks, and driving precision and personalized medicine. This transformation has accelerated with the launch of platforms such as “Chat-GPT” that opened new avenues for the implementation of AI systems into clinical practice.

Item ID: 86117
Item Type: Article (Commentary)
ISSN: 2772-5723
Copyright Information: Crown Copyright © 2025 Published by Elsevier Inc. on behalf of the AGA Institute. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Funders: This work has been supported by the Storr Liver Bequest to the Univeristy of Sydney and the Ainsworth Bequest to Western Sydney University.
Date Deposited: 29 Jul 2025 22:20
FoR Codes: 32 BIOMEDICAL AND CLINICAL SCIENCES > 3202 Clinical sciences > 320209 Gastroenterology and hepatology @ 50%
46 INFORMATION AND COMPUTING SCIENCES > 4602 Artificial intelligence > 460299 Artificial intelligence not elsewhere classified @ 30%
32 BIOMEDICAL AND CLINICAL SCIENCES > 3202 Clinical sciences > 320222 Radiology and organ imaging @ 20%
SEO Codes: 20 HEALTH > 2001 Clinical health > 200104 Prevention of human diseases and conditions @ 40%
20 HEALTH > 2001 Clinical health > 200101 Diagnosis of human diseases and conditions @ 50%
20 HEALTH > 2003 Provision of health and support services > 200304 Inpatient hospital care @ 10%
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