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• W4327718567 abstract "Colonoscopy remains one of the most common procedures performed by gastroenterologists and is critical for early detection and management of precursors to colorectal cancer (CRC). Although CRC remains one of the deadliest malignancies, earlier detection of precancerous polyps is directly associated with increased patient survival. As such, quality metrics for colonoscopy, such as polyp detection and mucosal visualization, are key parameters that are directly tied to patient outcomes. Over the past 2 decades, artificial intelligence and machine learning (AI/ML) tools have been tested and developed to augment colonoscopy performance and in 2021 resulted in the first-ever FDA-approved computer-aided detection (CADe) tool. This narrative review begins by reviewing the evidence behind the use of CADe that led to FDA approval. Next, the review discusses the current evidence and technological approaches for computer-aided diagnosis for optical in situ histopathological differentiation of colorectal polyps, including narrow-band imaging, blue light imaging, and endocytoscopy. Studies are ongoing to develop systems to predict the depth of submucosal invasion and to assess endoscopic disease activity among patients with inflammatory bowel disease. The applications of AI/ML to quality improvement are explored, including real-time assessment of bowel preparation, detection of cecal intubation, and automated polyp reporting and surveillance recommendations using natural language processing. Despite initial cost concerns, models have suggested that CADe systems could result in long-term cost savings and are generally accepted by patients and gastroenterologists. There is some reservation in adopting computer-aided diagnosis systems among gastroenterologists due to medico-legal concerns. Future directions for AI/ML in colonoscopy include health system improvements, such as automating note writing, optimizing procedural scheduling, and predicting sedation needs." @default.
• W4327718567 created "2023-03-18" @default.
• W4327718567 creator A5005094422 @default.
• W4327718567 creator A5007420680 @default.
• W4327718567 date "2023-03-01" @default.
• W4327718567 modified "2023-10-18" @default.
• W4327718567 title "Role of Artificial Intelligence in Colonoscopy: A Literature Review of the Past, Present, and Future Directions" @default.
• W4327718567 cites W1263185392 @default.
• W4327718567 cites W1966210936 @default.
• W4327718567 cites W1995455630 @default.
• W4327718567 cites W2019397787 @default.
• W4327718567 cites W2032359788 @default.
• W4327718567 cites W2049483602 @default.
• W4327718567 cites W2103729601 @default.
• W4327718567 cites W2111147183 @default.
• W4327718567 cites W2118544793 @default.
• W4327718567 cites W2120429279 @default.
• W4327718567 cites W2136922672 @default.
• W4327718567 cites W2165188436 @default.
• W4327718567 cites W2291833043 @default.
• W4327718567 cites W2302003756 @default.
• W4327718567 cites W2325191191 @default.
• W4327718567 cites W2326063701 @default.
• W4327718567 cites W2401155090 @default.
• W4327718567 cites W2606965403 @default.
• W4327718567 cites W2610398104 @default.
• W4327718567 cites W2618530766 @default.
• W4327718567 cites W2654136388 @default.
• W4327718567 cites W2762406675 @default.
• W4327718567 cites W2765527079 @default.
• W4327718567 cites W2765833334 @default.
• W4327718567 cites W2778113922 @default.
• W4327718567 cites W2783201053 @default.
• W4327718567 cites W2792546526 @default.
• W4327718567 cites W2795146200 @default.
• W4327718567 cites W2797069348 @default.
• W4327718567 cites W2809105978 @default.
• W4327718567 cites W2888444739 @default.
• W4327718567 cites W2892763739 @default.
• W4327718567 cites W2895890926 @default.
• W4327718567 cites W2898110333 @default.
• W4327718567 cites W2898544046 @default.
• W4327718567 cites W2912208725 @default.
• W4327718567 cites W2916105049 @default.
• W4327718567 cites W2930562923 @default.
• W4327718567 cites W2946474601 @default.
• W4327718567 cites W2969271740 @default.
• W4327718567 cites W2973140425 @default.
• W4327718567 cites W2981861180 @default.
• W4327718567 cites W2990396600 @default.
• W4327718567 cites W2997497159 @default.
• W4327718567 cites W2999915528 @default.
• W4327718567 cites W3000028066 @default.
• W4327718567 cites W3000643822 @default.
• W4327718567 cites W3001365238 @default.
• W4327718567 cites W3002021892 @default.
• W4327718567 cites W3005985118 @default.
• W4327718567 cites W3008205232 @default.
• W4327718567 cites W3010465795 @default.
• W4327718567 cites W3013146603 @default.
• W4327718567 cites W3021812344 @default.
• W4327718567 cites W3033589986 @default.
• W4327718567 cites W3034877294 @default.
• W4327718567 cites W3036377470 @default.
• W4327718567 cites W3038025196 @default.
• W4327718567 cites W3045890589 @default.
• W4327718567 cites W3049487347 @default.
• W4327718567 cites W3087984721 @default.
• W4327718567 cites W3089097263 @default.
• W4327718567 cites W3094323291 @default.
• W4327718567 cites W3112283869 @default.
• W4327718567 cites W3115323112 @default.
• W4327718567 cites W3139537464 @default.
• W4327718567 cites W3154383790 @default.
• W4327718567 cites W3156019791 @default.
• W4327718567 cites W3164229555 @default.
• W4327718567 cites W3173288624 @default.
• W4327718567 cites W3174585210 @default.
• W4327718567 cites W3178723556 @default.
• W4327718567 cites W3178851191 @default.
• W4327718567 cites W3190315597 @default.
• W4327718567 cites W3199688237 @default.
• W4327718567 cites W3199891825 @default.
• W4327718567 cites W3214690359 @default.
• W4327718567 cites W4200369974 @default.
• W4327718567 cites W4205450790 @default.
• W4327718567 cites W4210430124 @default.
• W4327718567 cites W4210860425 @default.
• W4327718567 cites W4220712012 @default.
• W4327718567 cites W4220959812 @default.
• W4327718567 cites W4223959434 @default.
• W4327718567 cites W4226228303 @default.
• W4327718567 cites W4280496789 @default.
• W4327718567 cites W4283807632 @default.
• W4327718567 cites W4285014966 @default.
• W4327718567 cites W4285605591 @default.
• W4327718567 cites W4286235633 @default.
• W4327718567 cites W4293479705 @default.
• W4327718567 cites W4297183463 @default.
• W4327718567 cites W4302424680 @default.

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