CNN color-coded difference maps accurately display longitudinal changes in liver MRI-PDFF.

Kyle A HasenstabGuilherme Moura CunhaShintaro IchikawaSoudabeh Fazeli DehkordyMin Hee LeeSoo Jin KimAlexandra SchleinYesenia CovarrubiasClaude B SirlinKathryn J Fowler

Published in: European radiology (2021)

• Visual assessment of longitudinal changes in quantitative liver MRI can be performed using a CNN-generated difference map and yields strong agreement with manual estimates performed by expert readers.

Keyphrases

contrast enhanced
magnetic resonance imaging
convolutional neural network
diffusion weighted imaging
cross sectional
high resolution
magnetic resonance
deep learning