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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Bibliographic Details
Main Author: Pereira, Sergio (author)
Other Authors: Pinto, Adriano (author), Oliveira, Jorge (author), Mendrik, Adrienne M. (author), Correia, J. H. (author), Silva, Carlos A. (author)
Format: article
Language:eng
Published: 2016
Subjects:
Magnetic resonance imaging
Brain segmentation
Random Forest
Conditional Random Field
Science & Technology
Online Access:http://hdl.handle.net/1822/53096
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/53096

Internet

http://hdl.handle.net/1822/53096

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