Automatic brain tissue segmentation in MR images using Random Forests and Conditional Random Fields

Background: The segmentation of brain tissue into cerebrospinal fluid, gray matter, and white matter in magnetic resonance imaging scans is an important procedure to extract regions of interest for quantitative analysis and disease assessment. Manual segmentation requires skilled experts, being a la...

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Detalhes bibliográficos
Autor principal: Pereira, Sergio (author)
Outros Autores: Pinto, Adriano (author), Oliveira, Jorge (author), Mendrik, Adrienne M. (author), Correia, J. H. (author), Silva, Carlos A. (author)
Formato: article
Idioma:eng
Publicado em: 2016
Assuntos:
Texto completo:http://hdl.handle.net/1822/53096
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/53096