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CAUSAL MARKOV RANDOM FIELD FOR BRAIN MR IMAGE SEGMENTATION

We propose a new Bayesian classifier, based on the recently introduced causal Markov random field (MRF) model, Quadrilateral MRF (QMRF). We use a second order inhomogeneous anisotropic QMRF to model the prior and likelihood probabilities in the maximum a posteriori (MAP) classifier, named here as MA...

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Detalhes bibliográficos
Main Authors: Razlighi, Qolamreza R., Orekhov, Aleksey, Laine, Andrew, Stern, Yaakov
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3771086/
https://ncbi.nlm.nih.gov/pubmed/23366607
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2012.6346646
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