Accuracy of artificial intelligence on histology prediction and detection of colorectal polyps: a systematic review and meta-analysis

TKL Lui, CG Guo, WK Leung - Gastrointestinal endoscopy, 2020 - Elsevier
… The summary receiver operating characteristic (SROC) curve for the diagnostic performance
of artificial intelligence (AI) on histology prediction of all colorectal polyps. The summary …

[HTML][HTML] Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects

KW Wang, M Dong - World Journal of Gastroenterology, 2020 - ncbi.nlm.nih.gov
polyp detection and classification as well as qualitative and staging diagnosis of colorectal
artificial intelligence in colorectal polyps and cancer and highlights the advances achieved. …

[HTML][HTML] Artificial intelligence allows leaving-in-situ colorectal polyps

C Hassan, G Balsamo, R Lorenzetti, A Zullo… - Clinical …, 2022 - Elsevier
Artificial Intelligence (AI) could support cost-saving strategies for colonoscopy because of
its accuracy in the optical diagnosis of colorectal polyps. However, AI must meet predefined …

[HTML][HTML] Diagnostic accuracy of artificial intelligence and computer-aided diagnosis for the detection and characterization of colorectal polyps: systematic review and …

S Nazarian, B Glover, H Ashrafian, A Darzi… - Journal of medical …, 2021 - jmir.org
colorectal polyps. We found a wide variety of machine learning systems being used for polyp
… The overall diagnostic accuracy for these systems to detect polyps was high, predominantly …

Evaluation of an artificial intelligence–augmented digital system for histologic classification of colorectal polyps

M Nasir-Moin, AA Suriawinata, B Ren, X Liu… - JAMA Network …, 2021 - jamanetwork.com
… that classifies different types of colorectal polyps, 24 we developed an artificial intelligence
(AI)–augmented digital system for whole-slide images of colorectal polyp tissue samples that …

New artificial intelligence system: first validation study versus experienced endoscopists for colorectal polyp detection

C Hassan, MB Wallace, P Sharma, R Maselli… - Gut, 2020 - gut.bmj.com
To improve colorectal polyp detection, a new artificial intelligence (AI) system (GI-Genius,
Medtronic) was trained and validated on a dataset of white-light endoscopy videos from a high-…

Artificial intelligence‐based measurement outperforms current methods for colorectal polyp size measurement

MS Kwak, JM Cha, JW Jeon, JY Yoon… - Digestive …, 2022 - Wiley Online Library
polyp size … polyp size among endoscopists in clinical practice. We aimed to assess the
efficacy of a novel method that uses artificial intelligence (AI) to measure the size of colon polyps

Real-time artificial intelligence–based histologic classification of colorectal polyps with augmented visualization

E Rodriguez-Diaz, G Baffy, WK Lo, H Mashimo… - Gastrointestinal …, 2021 - Elsevier
… in machine learning within the field of artificial intelligence (AI), … polyps. Recent studies
have produced a high degree of accuracy in model performance in diagnosing colorectal polyps

Impact of artificial intelligence on colorectal polyp detection

G Antonelli, M Badalamenti, C Hassan… - Best Practice & Research …, 2021 - Elsevier
… For this purpose, Artificial Intelligence (AI) systems have been … Detection (CADe) of colorectal
polyps in colonoscopy. … cannot currently be addressed by Artificial Intelligence (AI) systems, …

[HTML][HTML] Artificial intelligence-assisted detection and classification of colorectal polyps under colonoscopy: a systematic review and meta-analysis

A Wang, J Mo, C Zhong, S Wu, S Wei, B Tu… - Annals of …, 2021 - ncbi.nlm.nih.gov
… both the detection and characterization of colorectal polyps combining with updated articles.
… performance of artificial intelligence in the detection and classification of colorectal polyp: a …