Artificial intelligence and computer-aided diagnosis in colonoscopy: current evidence and future directions

OF Ahmad, AS Soares, E Mazomenos… - The lancet …, 2019 - thelancet.com
Computer-aided diagnosis offers a promising solution to reduce variation in colonoscopy
performance. Pooled miss rates for polyps are as high as 22%, and associated interval …

[HTML][HTML] Artificial intelligence-assisted colonoscopy: A review of current state of practice and research

M Taghiakbari, Y Mori… - World journal of …, 2021 - ncbi.nlm.nih.gov
Colonoscopy is an effective screening procedure in colorectal cancer prevention programs;
however, colonoscopy practice can vary in terms of lesion detection, classification, and …

[HTML][HTML] Artificial intelligence-based assessments of colonoscopic withdrawal technique: a new method for measuring and enhancing the quality of fold examination

W Liu, Y Wu, X Yuan, J Zhang, Y Zhou, W Zhang… - …, 2022 - thieme-connect.com
Background This study aimed to develop an artificial intelligence (AI)-based system for
measuring fold examination quality (FEQ) of colonoscopic withdrawal technique. We also …

Will computer-aided detection and diagnosis revolutionize colonoscopy?

MF Byrne, N Shahidi, DK Rex - Gastroenterology, 2017 - gastrojournal.org
Colorectal cancer (CRC) remains a critical health concern and a significant financial burden,
not only in North America, but worldwide. This highlights the importance of colonoscopy as a …

AGA white paper: challenges and gaps in innovation for the performance of colonoscopy for screening and surveillance of colorectal cancer

S Komanduri, JA Dominitz, L Rabeneck, C Kahi… - Clinical …, 2022 - Elsevier
In 2018, the American Gastroenterological Association's Center for GI Innovation and
Technology convened a consensus conference, entitled “Colorectal Cancer Screening and …

Medical needs related to the endoscopic technology and colonoscopy for colorectal cancer diagnosis

JF Ortega-Morán, Á Azpeitia, LF Sánchez-Peralta… - BMC cancer, 2021 - Springer
Background The high incidence and mortality rate of colorectal cancer require new
technologies to improve its early diagnosis. This study aims at extracting the medical needs …

GPU-accelerated real-time gastrointestinal diseases detection

K Pogorelov, M Riegler, P Halvorsen… - 2016 IEEE 29th …, 2016 - ieeexplore.ieee.org
The process of finding diseases and abnormalities during live medical examinations has for
a long time depended mostly on the medical personnel, with a limited amount of computer …

Non-informative frame classification in colonoscopy videos using CNNs

ABMR Islam, A Alammari, JH Oh… - Proceedings of the …, 2018 - dl.acm.org
In the US, colorectal cancer is the second leading cause of cancer-related deaths behind
lung cancer, causing about 49,000 annual deaths. Colonoscopy is currently the gold …

Using artificial intelligence to improve adequacy of inspection in gastrointestinal endoscopy

PC de Groen - Techniques and Innovations in Gastrointestinal …, 2020 - Elsevier
Adequacy of manual endoscopic inspection of the upper and lower gastrointestinal mucosa
is operator-dependent: it is common knowledge that the likelihood of finding lesions and the …

Development and deployment of Computer-aided Real-Time feedback for improving quality of colonoscopy in a Multi-Center clinical trial

W Tavanapong, J Pratt, JH Oh, M Khaleel… - … Signal Processing and …, 2023 - Elsevier
Abstract Background and Objective The quality of colonoscopy has been a subject of
interest in the gastroenterology community for over two decades. High-quality colonoscopy …