Unified Magnifying Endoscopic Classification (UMEC) of Gastrointestinal Lesions: A North American Validation Study.

Mary Raina Angeli FujiyoshiYusuke FujiyoshiNikko GimpayaRobert BecharaThurarshen JeyalingamNatalia Causada CaloNauzer ForbesKatarzyna Monika PawlakKareem KhalafRishad KhanMichael AtallaAkiko ToshimoriYuto ShimamuraMayo TanabeChristopher TeshimaJeffrey D MoskoGary MayHaruhiro InoueSamir C Grover

Published in: Journal of the Canadian Association of Gastroenterology (2023)

UMEC is a simple classification that may be used to introduce endoscopists to magnifying narrow-band imaging and optical diagnosis, yielding satisfactory diagnostic accuracy.

Keyphrases

deep learning
high resolution
machine learning
ultrasound guided
high speed