Application of artificial intelligence using a convolutional neural network for diagnosis of early gastric cancer based on magnifying endoscopy with narrow‐band …

H Ueyama, Y Kato, Y Akazawa… - Journal of …, 2021 - Wiley Online Library
Abstract Background and Aim Magnifying endoscopy with narrow‐band imaging (ME‐NBI)
has made a huge contribution to clinical practice. However, acquiring skill at ME‐NBI …

Identifying early gastric cancer under magnifying narrow-band images with deep learning: a multicenter study

H Hu, L Gong, D Dong, L Zhu, M Wang, J He… - Gastrointestinal …, 2021 - Elsevier
Background and Aims Narrow-band imaging with magnifying endoscopy (ME-NBI) has
shown advantages in the diagnosis of early gastric cancer (EGC). However, proficiency in …

Convolutional neural network for differentiating gastric cancer from gastritis using magnified endoscopy with narrow band imaging

Y Horiuchi, K Aoyama, Y Tokai, T Hirasawa… - Digestive diseases and …, 2020 - Springer
Background Early detection of early gastric cancer (EGC) allows for less invasive cancer
treatment. However, differentiating EGC from gastritis remains challenging. Although …

Performance of a computer-aided diagnosis system in diagnosing early gastric cancer using magnifying endoscopy videos with narrow-band imaging (with videos)

Y Horiuchi, T Hirasawa, N Ishizuka, Y Tokai… - Gastrointestinal …, 2020 - Elsevier
Background and Aims The performance of magnifying endoscopy with narrow-band imaging
(ME-NBI) using a computer-aided diagnosis (CAD) system in diagnosing early gastric …

Convolutional neural network for the diagnosis of early gastric cancer based on magnifying narrow band imaging

L Li, Y Chen, Z Shen, X Zhang, J Sang, Y Ding, X Yang… - Gastric Cancer, 2020 - Springer
Background Magnifying endoscopy with narrow band imaging (M-NBI) has been applied to
examine early gastric cancer by observing microvascular architecture and microsurface …

Computer-aided diagnosis for identifying and delineating early gastric cancers in magnifying narrow-band imaging

T Kanesaka, TC Lee, N Uedo, KP Lin, HZ Chen… - Gastrointestinal …, 2018 - Elsevier
Background and Aims Magnifying narrow-band imaging (M-NBI) is important in the
diagnosis of early gastric cancers (EGCs) but requires expertise to master. We developed a …

A deep learning-based system for identifying differentiation status and delineating the margins of early gastric cancer in magnifying narrow-band imaging endoscopy

T Ling, L Wu, Y Fu, Q Xu, P An, J Zhang, S Hu… - …, 2021 - thieme-connect.com
Background Accurate identification of the differentiation status and margins for early gastric
cancer (EGC) is critical for determining the surgical strategy and achieving curative resection …

Evaluation of an e-learning system for diagnosis of gastric lesions using magnifying narrow-band imaging: a multicenter randomized controlled study

H Nakanishi, H Doyama, H Ishikawa, N Uedo… - …, 2017 - thieme-connect.com
Background and study aim Magnifying narrow-band imaging (M-NBI) is useful for the
accurate diagnosis of early gastric cancer (EGC). However, acquiring skill at M-NBI …

Deep learning system compared with expert endoscopists in predicting early gastric cancer and its invasion depth and differentiation status (with videos)

L Wu, J Wang, X He, Y Zhu, X Jiang, Y Chen… - Gastrointestinal …, 2022 - Elsevier
Background and Aims We aimed to develop and validate a deep learning–based system
that covers various aspects of early gastric cancer (EGC) diagnosis, including detecting …

Magnifying endoscopy simple diagnostic algorithm for early gastric cancer (MESDA‐G)

M Muto, K Yao, M Kaise, M Kato, N Uedo… - Digestive …, 2016 - Wiley Online Library
Gastric cancer is the third leading cause of cancer death worldwide. Early detection and
accurate diagnosis of mucosal cancer is desirable in order to achieve decreased mortality; …