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The Relevance Voxel Machine (RVoxM): A Self-tuning Bayesian Model for Informative Image-based Prediction

This paper presents the Relevance Voxel Machine (RVoxM), a dedicated Bayesian model for making predictions based on medical imaging data. In contrast to the generic machine learning algorithms that have often been used for this purpose, the method is designed to utilize a small number of spatially c...

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Detalhes bibliográficos
Main Authors: Sabuncu, Mert R., Van Leemput, Koen
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3623564/
https://ncbi.nlm.nih.gov/pubmed/23008245
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2012.2216543
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