Application of artificial intelligence using convolutional neural networks in determining the invasion depth of esophageal squamous cell carcinoma.

Yoshitaka TokaiToshiyuki YoshioKazuharu AoyamaYoshimasa HorieShoichi YoshimizuYusuke HoriuchiAkiyoshi IshiyamaTomohiro TsuchidaToshiaki HirasawaYuko SakakibaraTakuya YamadaShinjiro YamaguchiJunko FujisakiTomohiro Tada

Published in: Esophagus : official journal of the Japan Esophageal Society (2020)

The AI-diagnostic system demonstrated a higher diagnostic accuracy for ESCC invasion depth than those of endoscopists and, therefore, can be potentially used in ESCC diagnostics.

Keyphrases

artificial intelligence
convolutional neural network
deep learning
big data
cell migration
machine learning
optical coherence tomography