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9/18/2025 10:08:33 AM | Browse: 479 | Download: 87
Publication Name World Journal of Gastroenterology
Manuscript ID 111033
Country South Korea
Received
2025-06-23 13:15
Peer-Review Started
2025-06-23 13:15
To Make the First Decision
Return for Revision
2025-07-10 09:20
Revised
2025-07-21 16:14
Second Decision
2025-08-19 02:43
Accepted by Journal Editor-in-Chief
Accepted by Executive Editor-in-Chief
2025-08-19 03:31
Articles in Press
2025-08-19 03:31
Publication Fee Transferred
Edit the Manuscript by Language Editor
Typeset the Manuscript
2025-09-08 07:32
Publish the Manuscript Online
2025-09-18 09:55
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/
Copyright © The Author(s) 2025. Published by Baishideng Publishing Group Inc. All rights reserved.
Article Reprints For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247
Permissions For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
Publisher Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA
Website http://www.wjgnet.com
Category Gastroenterology & Hepatology
Manuscript Type Minireviews
Article Title Explainable artificial intelligence for personalized management of inflammatory bowel disease: A minireview of recent advances
Manuscript Source Invited Manuscript
All Author List Uchenna E Okpete and Haewon Byeon
Funding Agency and Grant Number
Funding Agency Grant Number
National Research Foundation of Korea RS-2023-00237287
Corresponding Author Haewon Byeon, Associate Professor, Director, PhD, Worker’s Care and Digital Health Lab, Department of Future Technology, Korea University of Technology and Education, 1600, Chungjeol-ro, Cheonan 31253, South Korea. bhwpuma@naver.com
Key Words Precision medicine; Ulcerative colitis; Crohn’s disease; Heterogeneous population; Machine learning; Interpretability; Feature attribution; Clinical decision-making
Core Tip Personalized management of inflammatory bowel disease is essential because of its heterogeneous clinical presentations and variable treatment responses. While artificial intelligence (AI) offers powerful tools for analyzing patient data and guiding treatment, many AI models lack transparency, which limits their clinical adoption. Explainable AI addresses this issue by making AI predictions more interpretable and trustworthy. This minireview highlights recent advancements in the application of explainable AI to inflammatory bowel disease management, including its use in predicting disease progression, selecting therapies, and monitoring treatment response.
Publish Date 2025-09-18 09:55
Citation <p>Okpete UE, Byeon H. Explainable artificial intelligence for personalized management of inflammatory bowel disease: A minireview of recent advances. <i>World J Gastroenterol</i> 2025; 31(35): 111033</p>
URL https://www.wjgnet.com/1007-9327/full/v31/i35/111033.htm
DOI https://dx.doi.org/10.3748/wjg.v31.i35.111033
Full Article (PDF) WJG-31-111033-with-cover.pdf
Manuscript File 111033_Auto_Edited_024821.docx
Answering Reviewers 111033-answering-reviewers.pdf
Audio Core Tip 111033-audio.mp3
Conflict-of-Interest Disclosure Form 111033-conflict-of-interest-statement.pdf
Copyright License Agreement 111033-copyright-assignment.pdf
Non-Native Speakers of English Editing Certificate 111033-non-native-speakers.pdf
Peer-review Report 111033-peer-reviews.pdf
Scientific Misconduct Check 111033-scientific-misconduct-check.png
Scientific Editor Work List 111033-scientific-editor-work-list.pdf
CrossCheck Report 111033-crosscheck-report.pdf