A deep learning network based on multi-scale and attention for the diagnosis of chronic atrophic gastritis.

Yanwen ChongNingdi XieXin LiuMeng ZhangFengxing HuangJun FangFan WangShaoming PanHaihang NieQiu Zhao

Published in: Zeitschrift fur Gastroenterologie (2022)

Highly similar images of chronic atrophic gastritis can be identified by the proposed MWA-net, which has a better performance than other well-known networks. This work can further reduce the workload of gastroscopists, simplify the diagnostic process and provide medical assistance to more residents.

Keyphrases

deep learning
helicobacter pylori
helicobacter pylori infection
convolutional neural network
healthcare
artificial intelligence
machine learning
working memory
drug induced