{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,13]],"date-time":"2026-10-13T23:44:23Z","timestamp":1791935063357,"version":"4.3.4"},"reference-count":68,"publisher":"Georg Thieme Verlag KG","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Endoscopy"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>Multiple computer-aided detection (CADe) systems have been developed to improve adenoma detection during colonoscopy, but their comparative efficacy and consistency of effect remain uncertain. This network meta-analysis aimed to compare the efficacy of different CADe systems across multiple detection outcomes.<\/jats:p>\n                  <jats:p>MEDLINE, Embase, Scopus, and the Cochrane library were systematically searched for randomized controlled trials (RCTs) comparing CADe-assisted colonoscopy versus colonoscopy without CADe or other CADe systems. The primary outcome was the adenoma detection rate (ADR). Secondary outcomes were adenomas per colonoscopy (APC) and the adenoma miss rate (AMR). A random-effects network meta-analysis was performed to synthesize direct and indirect evidence.<\/jats:p>\n                  <jats:p>41 RCTs (31 789 patients; 14 CADe systems) were included. In the exploratory\n        complete-network analysis, 10\/14 systems significantly improved ADR (risk ratio [RR]\n        1.14\u20131.76), nine increased APC, and three reduced the AMR. In the FDA-cleared systems\n        analysis, 3\/6 improved ADR (RR 1.14\u20131.25), whereas three did not. Several systems retained a\n        significant benefit in studies meeting the control-arm ADR thresholds recommended by ESGE\n        (\u226525%) and ASGE\/ACG (\u226535%), although effects varied across platforms and attenuation at\n        higher baseline ADR was not uniform. Baseline ADR was not associated with treatment effects\n        on meta-regression.<\/jats:p>\n                  <jats:p>The effectiveness of CADe-assisted colonoscopy is not uniform across platforms and varies according to the specific product. These findings support a system-specific rather than class-based evaluation of CADe technologies. However, comparative estimates should be interpreted cautiously given the low certainty of evidence for several outcomes and the absence of head-to-head comparisons and closed loops within the network.<\/jats:p>","DOI":"10.1055\/a-2936-2838","type":"journal-article","created":{"date-parts":[[2026,8,12]],"date-time":"2026-08-12T00:41:31Z","timestamp":1786495291000},"source":"Crossref","is-referenced-by-count":0,"title":["Comparative efficacy of different computer-aided detection products in colonoscopy: a network meta-analysis of randomized controlled trials"],"prefix":"10.1055","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4992-9289","authenticated-orcid":false,"given":"Marcello","family":"Maida","sequence":"additional","affiliation":[{"name":"Kore University of Enna, Italy","place":["Enna"],"department":["Department of Medicine and Surgery"]},{"name":"Umberto I Hospital, Italy","place":["Enna"],"department":["Gastroenterology 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Diseases"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhouyao","family":"Qian","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong Faculty of Medicine, Hong Kong","place":["Hong Kong"],"department":["Department of Medicine and Therapeutics"]},{"name":"The Chinese University of Hong Kong, Hong Kong","place":["Hong Kong"],"department":["Li Ka Shing Institute of Health Sciences"]},{"name":"The Chinese University of Hong Kong, Hong Kong","place":["Hong Kong"],"department":["Institute of Digestive Diseases"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alessandro","family":"Vitello","sequence":"additional","affiliation":[{"name":"Kore University of Enna, Italy","place":["Enna"],"department":["Department of Medicine and Surgery"]},{"name":"Umberto I Hospital, Italy","place":["Enna"],"department":["Gastroenterology 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