Convolutional Neural Network for Differentiating Gastric Cancer from Gastritis Using Magnified Endoscopy with Narrow Band Imaging.

Yusuke HoriuchiKazuharu AoyamaYoshitaka TokaiToshiaki HirasawaShoichi YoshimizuAkiyoshi IshiyamaToshiyuki YoshioTomohiro TsuchidaJunko FujisakiTomohiro Tada

Published in: Digestive diseases and sciences (2019)

The CNN system with ME-NBI can differentiate between EGC and gastritis in a short time with high sensitivity and NPV. Thus, the CNN system may complement current clinical practice of diagnosis with ME-NBI.

Keyphrases

convolutional neural network
helicobacter pylori
helicobacter pylori infection
clinical practice
deep learning
high resolution
small bowel
contrast enhanced
magnetic resonance
machine learning
computed tomography