Detecting early gastric cancer: Comparison between the diagnostic ability of convolutional neural networks and endoscopists.
Yohei IkenoyamaToshiaki HirasawaMitsuaki IshiokaKen NamikawaShoichi YoshimizuYusuke HoriuchiAkiyoshi IshiyamaToshiyuki YoshioTomohiro TsuchidaYoshinori TakeuchiSatoki ShichijoNaoyuki KatayamaJunko FujisakiTomohiro TadaPublished in: Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society (2020)
The CNN detected more early gastric cancer cases in a shorter time than the endoscopists. The CNN needs further training to achieve higher diagnostic accuracy. However, a diagnostic support tool for gastric cancer using a CNN will be realized in the near future.