Automatic classification of tissues on pelvic MRI based on relaxation times and support vector machine.

Tissue segmentation and classification in MRI is a challenging task due to a lack of signal intensity standardization. MRI signal is dependent on the acquisition protocol, the coil profile, the scanner type, etc. While we can compute quantitative physical tissue properties independent of the hardwar...

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Bibliographic Details
Main Authors: Jorge Arturo Zavala Bojorquez, Pierre-Marc Jodoin, Stéphanie Bricq, Paul Michael Walker, François Brunotte, Alain Lalande
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0211944