Application of artificial intelligence using a convolutional neural network for diagnosis of early gastric cancer based on magnifying endoscopy with narrow-band imaging.

Hiroya UeyamaYusuke KatoYoichi AkazawaNoboru YatagaiHiroyuki KomoriTsutomu TakedaKohei MatsumotoKumiko UedaKenshi MatsumotoMariko HojoTakashi YaoAkihito NagaharaTomohiro Tada

Published in: Journal of gastroenterology and hepatology (2020)

The AI-assisted CNN-CAD system for ME-NBI diagnosis of EGC could process many stored ME-NBI images in a short period of time and had a high diagnostic ability. This system may have great potential for future application to real clinical settings, which could facilitate ME-NBI diagnosis of EGC in practice.

Keyphrases

convolutional neural network
artificial intelligence
deep learning
machine learning
big data
healthcare
high resolution
risk assessment
current status
human health