Deep convolutional neural network applied to the liver imaging reporting and data system (LI-RADS) version 2014 category classification: a pilot study.

Rikiya YamashitaAmber MittendorfZhe ZhuKathryn J FowlerCynthia S SantillanClaude B SirlinMustafa R BashirRichard Kinh Gian Do

Published in: Abdominal radiology (New York) (2021)

Our study shows the feasibility of CNN for assigning LI-RADS categories from a relatively small dataset but highlights the challenges of model development and validation.

Keyphrases

convolutional neural network
deep learning
machine learning
ion batteries
electronic health record
big data
mass spectrometry
solid state
data analysis