A new artificial intelligence system successfully detects and localises early neoplasia in Barrett's esophagus by using convolutional neural networks.

Mohamed HusseinJuana González-Bueno PuyalDavid LinesVinay SehgalDaniel TothOmer F AhmadRawen KaderMartin EversonGideon LipmanJacobo Ortiz Fernandez-SordoKrish RagunathJose Miguel EstebanRaf BisschopsMatthew BanksMichael HaefnerPeter MountneyDanail StoyanovLaurence B LovatRehan Haidry

Published in: United European gastroenterology journal (2022)

Our CNNs classify and localise dysplastic Barrett's Esophagus potentially supporting endoscopists during surveillance.

Keyphrases

artificial intelligence
convolutional neural network
deep learning
big data
machine learning
public health
high grade