Publication Name	World Journal of Gastroenterology
Manuscript ID	115546
Country	China

Category	Ethics
Manuscript Type	Editorial
Article Title	Application of artificial intelligence model in precise risk stratification and treatment decision-making for acute variceal bleeding in cirrhosis
Manuscript Source	Invited Manuscript
All Author List	Ahemala Duishanbai and Yan-Bo Yu
Funding Agency and Grant Number	Funding Agency Grant Number National Natural Science Foundation of China 82070540 Taishan Scholars Program of Shandong Province tsqn202211309 National Key Research and Development Program 2022YFC2504000 Natural Science Foundation of Shandong Province ZR2024LSW013 Scientific Research Project of Shandong Medical Association YXH2024YS027
Corresponding Author	Yan-Bo Yu, Chief Physician, Professor, Department of Gastroenterology, Qilu Hospital of Shandong University, No. 107 Wenhuaxi Road, Jinan 250012, Shandong Province, China. yuyanbo2000@126.com
Key Words	Non-invasive assessment; Precision medicine; Acute variceal bleeding; Artificial intelligence; Preemptive transjugular intrahepatic portosystemic shunt
Core Tip	Preemptive transjugular intrahepatic portosystemic shunt is an effective procedure for treating acute variceal bleeding. However, it carries the risk of serious complications. In this article, we examine a deep learning model, which leverages clinical data from the first 24 hours of admission (including baseline parameters, laboratory results, and endoscopic findings) to identify high-risk individuals with acute variceal bleeding who would benefit from preemptive transjugular intrahepatic portosystemic shunt.
Citation	Duishanbai A, Yu YB. Application of artificial intelligence model in precise risk stratification and treatment decision-making for acute variceal bleeding in cirrhosis. World J Gastroenterol 2026; In press

Received	2025-10-20 02:04
Peer-Review Started	2025-10-20 02:04
First Decision by Editorial Office Director	2025-12-05 09:31
Return for Revision	2025-12-05 09:31
Revised	2025-12-18 14:10
Publication Fee Transferred
Second Decision by Editor	2026-02-02 03:01
Second Decision by Editor-in-Chief
Final Decision by Editorial Office Director	2026-02-02 10:15
Articles in Press	2026-02-02 10:15
Edit the Manuscript by Language Editor
Typeset the Manuscript

ISSN	1007-9327 (print) and 2219-2840 (online)
Open Access	This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/Licenses/by-nc/4.0/
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