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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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Bibliographische Detailangaben
Veröffentlicht in:PLoS One
Hauptverfasser: Zavala Bojorquez, Jorge Arturo, Jodoin, Pierre-Marc, Bricq, Stéphanie, Walker, Paul Michael, Brunotte, François, Lalande, Alain
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6386287/
https://ncbi.nlm.nih.gov/pubmed/30794559
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0211944
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