Shiha, M.G. orcid.org/0000-0002-2713-8355, Oka, P., Raju, S.A. et al. (6 more authors) (2023) Artificial intelligence–assisted colonoscopy for adenoma and polyp detection: an updated systematic review and meta-analysis. iGIE, 2 (3). 333-343.e8. ISSN: 2949-7086
Abstract
Background and Aims
There is a growing interest in the role of artificial intelligence in colonoscopy. The aim of this systematic review and meta-analysis was to evaluate the efficacy of computer-aided detection (CADe) of colorectal adenomas and polyps.
Methods
The MEDLINE, Embase, and Cochrane Central of Controlled Trials (from inception to December 2022) databases were searched for randomized controlled trials comparing colonoscopy with CADe versus standard colonoscopy (SC). We performed a random-effects meta-analysis and reported the results as relative risks (RRs) or mean difference with 95% confidence intervals (CIs).
Results
Twelve randomized controlled trials comprising 11,340 patients were included in the final analysis. The pooled adenoma detection rate was significantly higher in the CADe group compared with the SC group (41.4% vs 33%; RR, 1.26; 95% CI, 1.18-1.35). CADe increased the detection of adenomas regardless of their size (≤5 mm [RR, 1.56; 95% CI, 1.38-1.77], 6-9 mm [RR, 1.24; 95% CI, 1.05-1.47], and ≥10 mm [RR, 1.30; 95% CI, 1.11-1.53]), location (proximal colon [RR, 1.41; 95% CI, 1.26-1.58] and distal colon [RR, 1.44; 95% 1.29-1.61]), or morphology (polypoid [RR, 1.35; 95% CI, 1.17-1.56] and nonpolypoid [RR, 1.55; 95% CI, 1.25-1.93]). There was no difference between the CADe and SC groups in detecting advanced adenomas or sessile serrated lesions. Colonoscopy withdrawal time was longer in the CADe group compared with the SC group (mean difference, .34 minute; 95% CI, .17-.51).
Conclusions
Using CADe during colonoscopy is associated with a significant increase in adenoma detection rate and adenomas per colonoscopy, mainly due to the increased detection of diminutive adenomas.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © 2023 American Society for Gastrointestinal Endoscopy. Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
| Keywords: | Public Health; Biomedical and Clinical Sciences; Clinical Sciences; Health Sciences; Digestive Diseases; Cancer; Colo-Rectal Cancer |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Medicine, Dentistry and Health (Sheffield) > School of Medicine and Population Health The University of Sheffield > Faculty of Medicine, Dentistry and Health (Sheffield) > Department of Infection, Immunity and Cardiovascular Disease |
| Date Deposited: | 12 Feb 2026 16:39 |
| Last Modified: | 12 Feb 2026 16:39 |
| Status: | Published |
| Publisher: | Elsevier BV |
| Refereed: | Yes |
| Identification Number: | 10.1016/j.igie.2023.05.001 |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:237924 |
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