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Classification of Structural MRI Images in Alzheimer's Disease from the Perspective of Ill-Posed Problems

BACKGROUND: Machine learning neuroimaging researchers have often relied on regularization techniques when classifying MRI images. Although these were originally introduced to deal with “ill-posed” problems it is rare to find studies that evaluate the ill-posedness of MRI image classification problem...

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Detalles Bibliográficos
Autores principales: Casanova, Ramon, Hsu, Fang-Chi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3468621/
https://www.ncbi.nlm.nih.gov/pubmed/23071501
http://dx.doi.org/10.1371/journal.pone.0044877