Open AccessCNN color-coded difference maps accurately display longitudinal changes in liver MRI-PDFF
Author(s) -
Kyle Hasenstab,
Guilherme Moura Cunha,
Shintaro Ichikawa,
Soudabeh Fazeli Dehkordy,
Min Hee Lee,
Soo Jin Kim,
Alexandra Schlein,
Yesenia Covarrubias,
Claude B. Sirlin,
Kathryn J. Fowler
Publication year - 2021
Publication title -
european radiology
Language(s) - Uncategorized
Resource type - Journals
SCImago Journal Rank - 1.606
H-Index - 149
eISSN - 1432-1084
pISSN - 0938-7994
DOI - 10.1007/s00330-020-07649-0
Subject(s) - medicine , intraclass correlation , neuroradiology , nuclear medicine , artificial intelligence , radiology , computer science , neurology , clinical psychology , psychiatry , psychometrics
To assess the feasibility of a CNN-based liver registration algorithm to generate difference maps for visual display of spatiotemporal changes in liver PDFF, without needing manual annotations.