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Capogreco, Antonio

https://orcid.org/0000-0002-2212-2266

Mayo Clinic

Humanitas University

Citations 3

Artificial intelligence and colonoscopy experience: lessons from two randomised trials
Repici, Alessandro , Spadaccini, Marco , Antonelli, Giulio , Correale, Loredana , Maselli, Roberta , Galtieri, P.A. , Pellegatta, Gaia , Capogreco, Antonio , Milluzzo, Sebastian Manuel , Lollo, Gianluca, Paolo, Dhanai Di , Badalamenti, Matteo , Ferrara, E.C. , Fugazza, Alessandro , Carrara, Silvia , Amato, Arnaldo , Gottardi, Andrea De , Spada, Cristiano , Wallace, Michael B. , Hassan, Cesare , Rondonotti, Emanuele , Amato, Arnaldo , Radaelli, Franco , Rösch, Thomas , Hassan, Cesare , Spadaccini, Marco , Wallace, Michael B , Fugazza, Alessandro , Anderloni, Andrea , Rondonotti, Emanuele , Radaelli, Franco , Savevski, Victor , Sharma, Prateek

Gut | June 29, 2021 | Volume: 71 | Issue: 4 | Pages: 757-765

10.1136/gutjnl-2021-324471 Get It

Background and aims Artificial intelligence has been shown to increase adenoma detection rate (ADR) as the main surrogate outcome parameter of colonoscopy quality. To which extent this effect may be related to physician experience is not known. We performed a randomised trial with colonoscopists in their qualification period (AID-2) and compared these data with a previously published randomised trial in expert endoscopists (AID-1). Methods In this prospective, randomised controlled non-inferiority trial (AID-2), 10 non-expert endoscopists (<2000 colonoscopies) performed screening/surveillance/diagnostic colonoscopies in consecutive 40–80 year-old subjects using high-definition colonoscopy with or without a real-time deep-learning computer-aided detection (CADe) (GI Genius, Medtronic). The primary outcome was ADR in both groups with histology of resected lesions as reference. In a post-hoc analysis, data from this randomised controlled trial (RCT) were compared with data from the previous AID-1 RCT involving six experienced endoscopists in an otherwise similar setting. Results In 660 patients (62.3±10 years; men/women: 330/330) with equal distribution of study parameters, overall ADR was higher in the CADe than in the control group (53.3% vs 44.5%; relative risk (RR): 1.22; 95% CI: 1.04 to 1.40; p<0.01 for non-inferiority and p=0.02 for superiority). Similar increases were seen in adenoma numbers per colonoscopy and in small and distal lesions. No differences were observed with regards to detection of non-neoplastic lesions. When pooling these data with those from the AID-1 study, use of CADe (RR 1.29; 95% CI: 1.16 to 1.42) and colonoscopy indication, but not the level of examiner experience (RR 1.02; 95% CI: 0.89 to 1.16) were associated with ADR differences in a multivariate analysis. Conclusions In less experienced examiners, CADe assistance during colonoscopy increased ADR and a number of related polyp parameters as compared with the control group. Experience appears to play a minor role as determining factor for ADR. Trial registration number NCT:04260321.
MISS RATE DUE TO FAILURE RECOGNITION: ARTIFICIAL INTELLIGENCE ESTIMATE BASED ON A HIGH-QUALITY. A RANDOMIZED CLINICAL TRIAL
Badalamenti, Matteo , Lamonaca, Laura , Alkandari, Asma , Galtieri, PA, Leo, MD, Hassan, Cesare , Sharma, Prateek , Wallace, Michael B. , Rösch, Thomas , Maselli, Roberta , Spadaccini, Marco , Bhandari, Pradeep , Fugazza, Alessandro , Pellegatta, Gaia , Capogreco, Antonio , Carrara, Silvia , Anderloni, Andrea , Repici, Alessandro

Endoscopy | May 11, 2020 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1055/s-0040-1704080 Get It

REAL-TIME COMPUTER AIDED DETECTION OF COLORECTAL NEOPLASIA AT COLONOSCOPY ACCORDING TO THE INDICATION: A RANDOMIZED CLINICAL TRIAL
Badalamenti, Matteo , Randonotti, E, Ferrara, E., Lamonaca, Laura , Alkandari, Asma , Andrealli, Alida, Repici, Alessandro , Maselli, Roberta , Radaelli, Franco , Pellegatta, Gaia , Galtieri, P.A. , Anderloni, Andrea , Carrara, Silvia , Craviotto, Vincenzo , Spadaccini, Marco , Capogreco, Antonio , Rösch, Thomas , Wallace, Michael B. , Sharma, Prateek , Hassan, Cesare

Endoscopy | May 11, 2020 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1055/s-0040-1704035 Get It