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Incorporating Parameter Uncertainty in Bayesian Segmentation Models: Application to Hippocampal Subfield Volumetry

Many successful segmentation algorithms are based on Bayesian models in which prior anatomical knowledge is combined with the available image information. However, these methods typically have many free parameters that are estimated to obtain point estimates only, whereas a faithful Bayesian analysi...

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Detalles Bibliográficos
Main Authors: Iglesias, Juan Eugenio, Sabuncu, Mert Rory, Van Leemput, Koen
Formato: Artigo
Idioma:Inglês
Publicado: 2012
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3623551/
https://ncbi.nlm.nih.gov/pubmed/23286113
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