Automatic ROI selection in structural brain MRI using SOM 3D projection.

Automatic ROI selection in structural brain MRI using SOM 3D projection.

This paper presents a method for selecting Regions of Interest (ROI) in brain Magnetic Resonance Imaging (MRI) for diagnostic purposes, using statistical learning and vector quantization techniques. The proposed method models the distribution of GM and WM tissues grouping the voxels belonging to eac...

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Bibliographic Details
Main Authors: Andrés Ortiz, Juan M Górriz, Javier Ramírez, Francisco J Martinez-Murcia, Alzheimer's Disease Neuroimaging Initiative
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3984096?pdf=render

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http://europepmc.org/articles/PMC3984096?pdf=render

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