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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