Robust automated prediction of the revised Vienna Classification in colonoscopy using deep learning: development and initial external validation.

Masayoshi YamadaRyosaku ShinoHiroko KondoShigemi YamadaHiroyuki TakamaruTaku SakamotoPradeep BhandariHitoshi ImaokaAya KuchibaTaro ShibataYutaka SaitoRyuji Hamamoto

Published in: Journal of gastroenterology (2022)

The developed AI system can help non-expert endoscopists make differential diagnoses of colorectal neoplasia on par with expert endoscopists during colonoscopy. (229/250 words).

Keyphrases

deep learning
artificial intelligence
machine learning
clinical practice
convolutional neural network
colorectal cancer screening
high grade
high throughput