Artificial intelligence and deep learning for upper gastrointestinal neoplasia

P Sharma, C Hassan - Gastroenterology, 2022 - Elsevier
… studies for artificial intelligence (AI), we … of upper GI neoplasia and its associated factors.
By extracting data on 122 endoscopists, we estimated an 18% miss rate for upper GI neoplasia

Standalone performance of artificial intelligence for upper GI neoplasia: a meta-analysis

J Arribas, G Antonelli, L Frazzoni, L Fuccio, A Ebigbo… - Gut, 2021 - gut.bmj.com
… Objective Artificial intelligence (AI) may reduce underdiagnosed or overlooked upper GI (UGI)
neoplastic and preneoplastic conditions, due to subtle appearance and low disease …

Artificial intelligence for cancer detection of the upper gastrointestinal tract

H Suzuki, T Yoshitaka, T Yoshio, T Tada - Digestive Endoscopy, 2021 - Wiley Online Library
In recent years, artificial intelligence (AI) has been found to … neural network), a high‐performance
computer, and a large amount of digitized data. In the field of gastrointestinal endoscopy

Accuracy of artificial intelligence–assisted detection of upper GI lesions: A systematic review and meta-analysis

TKL Lui, VWM Tsui, WK Leung - Gastrointestinal endoscopy, 2020 - Elsevier
… In this study, neoplastic lesion in the upper GI tract was defined as any endoscopic lesion
that had been removed or biopsy sampled, examined histologically, and found to have …

Artificial intelligence in upper GI endoscopy‐current status, challenges and future promise

H Yu, R Singh, SH Shin, KY Ho - Journal of Gastroenterology …, 2021 - Wiley Online Library
… To overcome interobserver variability and learning curve issues, artificial intelligence (AI) …
upper GI neoplasia. In contrast to AI in colonoscopy, current AI studies for upper GI endoscopy

Artificial intelligence in upper gastrointestinal endoscopy

M Tokat, L van Tilburg, AD Koch, MCW Spaander - Digestive Diseases, 2022 - karger.com
… detection of superficial and advanced upper GI cancers. AI … artificial intelligence (AI) in
upper gastrointestinal endoscopy may improve early diagnosis of esophageal and gastric cancer

Endoscopistsʼ diagnostic accuracy in detecting upper gastrointestinal neoplasia in the framework of artificial intelligence studies

L Frazzoni, J Arribas, G Antonelli, D Libanio… - …, 2022 - thieme-connect.com
… Second, the need for AI implementation in upper GI endoscopy has been clearly shown
in the present study, and may be inversely related to endoscopists’ accuracy in …

Artificial intelligence in the diagnosis of upper gastrointestinal diseases

P Visaggi, N de Bortoli, B Barberio… - … Gastroenterology, 2022 - journals.lww.com
… in upper GI disorders showing encouraging results. The main application of AI in the upper
GI tract is endoscopy; … most common cancer and the sixth cause of cancer death worldwide. …

The importance of artificial intelligence in upper gastrointestinal endoscopy

D Popovic, T Glisic, T Milosavljevic, N Panic… - Diagnostics, 2023 - mdpi.com
… study on the use of AI in the diagnosis of cancer of the upper gastrointestinal tract [50]. The
results indicated the excellent performance of this model, with the possibility of real-time use. …

Artificial intelligence–assisted endoscopic diagnosis of early upper gastrointestinal cancer: a systematic review and meta-analysis

D Luo, F Kuang, J Du, M Zhou, X Liu, X Luo… - Frontiers in …, 2022 - frontiersin.org
… Objective: The aim of this study was to assess the diagnostic ability of artificial intelligence
(AI) in the detection of early upper gastrointestinal cancer (EUGIC) using endoscopic images. …