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Publication Name Artificial Intelligence in Medical Imaging
Manuscript ID 125894
DOI 10.35711/aimi.125894
Country Egypt
Category Gastroenterology & Hepatology
Manuscript Type Systematic Reviews
Article Title Artificial intelligence imaging for metabolic dysfunction-associated steatotic liver disease: Systematic review, meta-analysis, and treatment-response evidence assessment
Manuscript Source Unsolicited Manuscript
All Author List Ahmed Salman and Mohamed AbdAlla Salman
Funding Agency and Grant Number
Corresponding Author Ahmed Salman, FRACP, FRCP, Department of Internal Medicine, Kasr Alainy School of Medicine, 1 Al-Saray Street, Al-Manial, Cairo 3178, Al Qāhirah, Egypt. awea844@gmail.com
Key Words Metabolic dysfunction-associated steatotic liver disease; Artificial intelligence; Liver fibrosis; Hepatic steatosis; Magnetic resonance imaging; Elastography
Core Tip Imaging artificial intelligence has been studied far more often for cross-sectional steatosis than for fibrosis or treatment monitoring. Only three independent cohorts shared the same magnetic resonance imaging (MRI) proton density fat fraction ≥ 5% steatosis target; their high summary area under the curve had a very imprecise interval and unstable prediction range. Fibrosis targets were too heterogeneous to pool. One phase 2 trial analysis used serial MRI signatures to distinguish treatment-dose groups over 12 weeks, but it did not establish an externally validated patient-level response endpoint.
Citation Salman A, Salman MA. Artificial intelligence imaging for metabolic dysfunction-associated steatotic liver disease: Systematic review, meta-analysis, and treatment-response evidence assessment. Artif Intell Med Imaging 2026; In press
PDF 125894-in-press.pdf
Received
2026-07-20 06:24
Peer-Review Started
2026-07-20 06:25
First Decision by Editorial Office Director
Return for Revision
2026-08-06 08:28
Revised
2026-08-14 11:03
Publication Fee Transferred
Second Decision by Editor
2026-09-20 02:51
Second Decision by Editor-in-Chief
Final Decision by Editorial Office Director
2026-09-20 11:00
Articles in Press
2026-09-20 11:00
Edit the Manuscript by Language Editor
Typeset the Manuscript
ISSN 2644-3260 (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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