Feedback from artificial intelligence improved the learning of junior endoscopists on histology prediction of gastric lesions

TKL Lui, KKY Wong, LLY Mak, EWP To… - Endoscopy …, 2020 - thieme-connect.com
endoscopists. In this study, we assessed the role of AI in training junior endoscopists in
predicting histology of endoscopic … comparable to that of experts but did not exceed it [20] [21]. …

Artificial intelligence for cancer detection of the upper gastrointestinal tract

H Suzuki, T Yoshitaka, T Yoshio, T Tada - Digestive Endoscopy, 2021 - Wiley Online Library
… of expert endoscopists (94.2% vs 94.5%) but superior to that of competent (85.8%) and trainee
(72.2%) endoscopists. … increased significantly to 98.4% for experts, 97.8% for competents, …

Effectiveness and application of artificial intelligence for endoscopic screening of colorectal cancer: the future is now

M Maida, G Marasco, A Facciorusso… - Expert Review of …, 2023 - Taylor & Francis
Artificial intelligence (AI) in gastrointestinal endoscopy includes systems designed to …
promising solution to human biases and may provide support during diagnostic endoscopy. …

Artificial intelligence for detecting and delineating margins of early ESCC under WLI endoscopy

W Liu, X Yuan, L Guo, F Pan, C Wu, Z Sun… - Clinical and …, 2022 - journals.lww.com
… First, we defined the manual delineation of early ESCC under WLI marked by expert
endoscopists as the gold standard for evaluation of detection and delineation performance. For …

… in inflammatory bowel disease patients: a pilot study evaluating the added value of a novel dedicated CADe-IBD algorithm for expert and non-expert endoscopists

K Siggens, H Htet, N Maeda, S Namiki, B Giles… - …, 2024 - thieme-connect.com
… 4 expert endoscopists (those regularly carrying out IBD surveillance including the … -expert
endoscopists were asked to review the edited videos for the presence of lesions. Non-experts

Artificial intelligence using a convolutional neural network for automatic detection of small‐bowel angioectasia in capsule endoscopy images

A Tsuboi, S Oka, K Aoyama, H Saito, T Aoki… - … Endoscopy, 2020 - Wiley Online Library
… All regions of angioectasia in the training set were annotated manually by expert endoscopists
with rectangular bounding boxes. These images were put into SSD architecture through a …

Artificial intelligence in gastrointestinal endoscopy: general overview

AE Hajjar, JF Rey - Chinese medical journal, 2020 - mednexus.org
… Two expert endoscopists retrospectively annotated the presence of polyps in each frame of
each video, and this annotation was treated as the gold standard for the presence of polyps. …

[HTML][HTML] Artificial intelligence-assisted optical diagnosis for the resect-and-discard strategy in clinical practice: the Artificial intelligence BLI Characterization (ABC) …

E Rondonotti, C Hassan, G Tamanini, G Antonelli… - …, 2023 - thieme-connect.com
… diagnostic performance according to the level of endoscopist expertise) were treated as
secondary in our study design. There was no need to adjust for multiplicity, as findings for …

[HTML][HTML] Human-artificial intelligence interaction in gastrointestinal endoscopy

JR Campion, DB O'Connor, C Lahiff - … Gastrointestinal Endoscopy, 2024 - ncbi.nlm.nih.gov
endoscopist’s experience, where the complexity of verification is higher for non-expert
endoscopists than for experts… may be synergistic for both expert and non-expert endoscopists[46]. …

Artificial intelligence-based diagnosis of upper gastrointestinal subepithelial lesions on endoscopic ultrasonography images

K Hirai, T Kuwahara, K Furukawa, N Kakushima… - Gastric Cancer, 2022 - Springer
… In this study, we compared the diagnostic performance of the AI system with that of experts
and non-experts. The accuracy of the endoscopists for the five-category classification in this …