Performance of a deep learning-based identification system for esophageal cancer from CT images.

Masashi TakeuchiTakumi SetoMasahiro HashimotoNao IchiharaYosuke MorimotoHirofumi KawakuboTatsuya SuzukiMasahiro JinzakiYuko KitagawaHiroaki MiyataYasubumi Sakakibara

Published in: Esophagus : official journal of the Japan Esophageal Society (2021)

Our AI-based diagnostic system succeeded in detecting esophageal cancer with high accuracy. More training with vast datasets collected from multiples centers would lead to even higher diagnostic accuracy and aid better decision making.

Keyphrases

deep learning
artificial intelligence
decision making
convolutional neural network
computed tomography
machine learning
image quality
dual energy
contrast enhanced
magnetic resonance imaging
rna seq
positron emission tomography
optical coherence tomography
magnetic resonance