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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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Main Authors: Sabuncu, Mert R., Van Leemput, Koen
格式: Artigo
語言:Inglês
出版: 2012
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在線閱讀: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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