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Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach

This work presents a spatial-component (SC) based approach to aid the diagnosis of Alzheimer's disease (AD) using magnetic resonance images. In this approach, the whole brain image is subdivided in regions or spatial components, and a Bayesian network is used to model the dependencies between a...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Illan, Ignacio A., Górriz, Juan M., Ramírez, Javier, Meyer-Base, Anke
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4244642/
https://ncbi.nlm.nih.gov/pubmed/25505408
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2014.00156
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