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Artificial Intelligence in Inflammatory Bowel Disease Endoscopy: Implications for Clinical Trials.

Authors :
Ahmad, Harris A
East, James E
Panaccione, Remo
Travis, Simon
Canavan, James B
Usiskin, Keith
Byrne, Michael F
Source :
Journal of Crohn's & Colitis; Aug2023, Vol. 17 Issue 8, p1342-1353, 12p
Publication Year :
2023

Abstract

Artificial intelligence shows promise for clinical research in inflammatory bowel disease endoscopy. Accurate assessment of endoscopic activity is important in clinical practice and inflammatory bowel disease clinical trials. Emerging artificial intelligence technologies can increase efficiency and accuracy of assessing the baseline endoscopic appearance in patients with inflammatory bowel disease and the impact that therapeutic interventions may have on mucosal healing in both of these contexts. In this review, state-of-the-art endoscopic assessment of mucosal disease activity in inflammatory bowel disease clinical trials is described, covering the potential for artificial intelligence to transform the current paradigm, its limitations, and suggested next steps. Site-based artificial intelligence quality evaluation and inclusion of patients in clinical trials without the need for a central reader is proposed; for following patient progress, a second reading using AI alongside a central reader with expedited reading is proposed. Artificial intelligence will support precision endoscopy in inflammatory bowel disease and is on the threshold of advancing inflammatory bowel disease clinical trial recruitment. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18739946
Volume :
17
Issue :
8
Database :
Supplemental Index
Journal :
Journal of Crohn's & Colitis
Publication Type :
Academic Journal
Accession number :
172331081
Full Text :
https://doi.org/10.1093/ecco-jcc/jjad029