Artificial intelligence in the diagnosis of gastric precancerous conditions by image-enhanced endoscopy: a multicenter, diagnostic study (with video)

M Xu, W Zhou, L Wu, J Zhang, J Wang, G Mu… - Gastrointestinal …, 2021 - Elsevier
Background and Aims Gastric precancerous conditions, including gastric atrophy (GA) and
intestinal metaplasia (IM), play an important role in the development of gastric cancer. Image …

Real-time use of artificial intelligence for diagnosing early gastric cancer by magnifying image-enhanced endoscopy: a multicenter diagnostic study (with videos)

X He, L Wu, Z Dong, D Gong, X Jiang, H Zhang… - Gastrointestinal …, 2022 - Elsevier
Background and Aims Endoscopy is a pivotal method for detecting early gastric cancer
(EGC). However, skill among endoscopists varies greatly. Here, we proposed a deep …

[HTML][HTML] Artificial intelligence versus expert endoscopists for diagnosis of gastric cancer in patients who have undergone upper gastrointestinal endoscopy

R Niikura, T Aoki, S Shichijo, A Yamada… - …, 2022 - thieme-connect.com
Aims To compare endoscopy gastric cancer images diagnosis rate between artificial
intelligence (AI) and expert endoscopists. Patients and methods We used the retrospective …

[HTML][HTML] Current evidence and future perspective of accuracy of artificial intelligence application for early gastric cancer diagnosis with endoscopy: a systematic and …

K Jiang, X Jiang, J Pan, Y Wen, Y Huang… - Frontiers in …, 2021 - frontiersin.org
Background & Aims: Gastric cancer is the common malignancies from cancer worldwide.
Endoscopy is currently the most effective method to detect early gastric cancer (EGC) …

A benchmark dataset of endoscopic images and novel deep learning method to detect intestinal metaplasia and gastritis atrophy

J Yang, Y Ou, Z Chen, J Liao, W Sun… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Endoscopy has been routinely used to diagnose stomach diseases including intestinal
metaplasia (IM) and gastritis atrophy (GA). Such routine examination usually demands …

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
Background and Aims Artificial intelligence (AI)-assisted detection is increasingly used in
upper endoscopy. We performed a meta-analysis to determine the diagnostic accuracy of AI …

[HTML][HTML] Evaluation of the effects of an artificial intelligence system on endoscopy quality and preliminary testing of its performance in detecting early gastric cancer: a …

L Wu, X He, M Liu, H Xie, P An, J Zhang, H Zhang… - …, 2021 - thieme-connect.com
Background Esophagogastroduodenoscopy (EGD) is a prerequisite for detecting upper
gastrointestinal lesions especially early gastric cancer (EGC). An artificial intelligence …

[HTML][HTML] Simultaneous recognition of atrophic gastritis and intestinal metaplasia on white light endoscopic images based on convolutional neural networks: a …

N Lin, T Yu, W Zheng, H Hu, L Xiang, G Ye… - Clinical and …, 2021 - journals.lww.com
METHODS: Archived endoscopic white light images with corresponding gastric biopsies
were collected from 14 hospitals located in different regions of China. Corresponding …

Performance of an artificial intelligence‐based diagnostic support tool for early gastric cancers: Retrospective study

M Ishioka, H Osawa, T Hirasawa… - Digestive …, 2023 - Wiley Online Library
Objectives Endoscopists' abilities to diagnose early gastric cancers (EGCs) vary, especially
between specialists and nonspecialists. We developed an artificial intelligence (AI)‐based …

[HTML][HTML] A deep neural network improves endoscopic detection of early gastric cancer without blind spots

L Wu, W Zhou, X Wan, J Zhang, L Shen, S Hu… - …, 2019 - thieme-connect.com
Background Gastric cancer is the third most lethal malignancy worldwide. A novel deep
convolution neural network (DCNN) to perform visual tasks has been recently developed …