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FEATURE RANKING BASED NESTED SUPPORT VECTOR MACHINE ENSEMBLE FOR MEDICAL IMAGE CLASSIFICATION

This paper presents a method for classification of structural magnetic resonance images (MRI) of the brain. An ensemble of linear support vector machine classifiers (SVMs) is used for classifying a subject as either patient or normal control. Image voxels are first ranked based on the voxel wise t-s...

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Detalhes bibliográficos
Main Authors: Varol, Erdem, Gaonkar, Bilwaj, Erus, Guray, Schultz, Robert, Davatzikos, Christos
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3715725/
https://ncbi.nlm.nih.gov/pubmed/23873289
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2012.6235505
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