Performance and comparison of artificial intelligence and human experts in the detection and classification of colonic polyps

MD Li, ZR Huang, QY Shan, SL Chen, N Zhang… - BMC …, 2022 - Springer
Objective The main aim of this study was to analyze the performance of different artificial
intelligence (AI) models in endoscopic colonic polyp detection and classification and …

Artificial intelligence for polyp detection during colonoscopy: a systematic review and meta-analysis

I Barua, DG Vinsard, HC Jodal, M Løberg… - …, 2021 - thieme-connect.com
Background Artificial intelligence (AI)-based polyp detection systems are used during
colonoscopy with the aim of increasing lesion detection and improving colonoscopy quality …

Artificial intelligence for identification and characterization of colonic polyps

N Parsa, MF Byrne - Therapeutic advances in …, 2021 - journals.sagepub.com
Colonoscopy remains the gold standard exam for colorectal cancer screening due to its
ability to detect and resect pre-cancerous lesions in the colon. However, its performance is …

Artificial intelligence for colonoscopy: past, present, and future

W Tavanapong, JH Oh, MA Riegler… - IEEE journal of …, 2022 - ieeexplore.ieee.org
During the past decades, many automated image analysis methods have been developed
for colonoscopy. Real-time implementation of the most promising methods during …

Artificial intelligence-aided colonoscopy for polyp detection: a systematic review and meta-analysis of randomized clinical trials

Y Zhang, X Zhang, Q Wu, C Gu… - … of Laparoendoscopic & …, 2021 - liebertpub.com
Background: This study aimed to compare artificial intelligence (AI)-aided colonoscopy with
conventional colonoscopy for polyp detection. Methods: A systematic literature search was …

Artificial intelligence-assisted colonoscopy for detection of colon polyps: a prospective, randomized cohort study

Y Luo, Y Zhang, M Liu, Y Lai, P Liu, Z Wang… - Journal of …, 2021 - Elsevier
Background and aims Improving the rate of polyp detection is an important measure to
prevent colorectal cancer (CRC). Real-time automatic polyp detection systems, through …

REAL-Colon: A dataset for developing real-world AI applications in colonoscopy

C Biffi, G Antonelli, S Bernhofer, C Hassan, D Hirata… - Scientific Data, 2024 - nature.com
Detection and diagnosis of colon polyps are key to preventing colorectal cancer. Recent
evidence suggests that AI-based computer-aided detection (CADe) and computer-aided …

Tu1990 Artificial intelligence-assisted polyp detection system for colonoscopy, based on the largest available collection of clinical video data for machine learning

M Misawa, S Kudo, Y Mori, T Cho… - Gastrointestinal …, 2019 - giejournal.org
Methods To train the CADe, we retrospectively collected colonoscopy video data from
December 2017 to August 2018. Expert endoscopists annotated every frame of each video …

Cost savings in colonoscopy with artificial intelligence-aided polyp diagnosis: an add-on analysis of a clinical trial (with video)

Y Mori, S Kudo, JE East, A Rastogi, M Bretthauer… - Gastrointestinal …, 2020 - Elsevier
Background and Aims Artificial intelligence (AI) is being implemented in colonoscopy
practice, but no study has investigated whether AI is cost saving. We aimed to quantify the …

Effect of computer‐aided colonoscopy on adenoma miss rates and polyp detection: a systematic review and meta‐analysis

S Shah, N Park, NEH Chehade… - Journal of …, 2023 - Wiley Online Library
Abstract Background and Aim Multiple computer‐aided techniques utilizing artificial
intelligence (AI) have been created to improve the detection of polyps during colonoscopy …