High Dimensional Classification of Structural MRI Alzheimer’s Disease Data Based on Large Scale Regularization

In this work we use a large scale regularization approach based on penalized logistic regression to automatically classify structural MRI images (sMRI) according to cognitive status. Its performance is illustrated using sMRI data from the Alzheimer Disease Neuroimaging Initiative (ADNI) clinical dat...

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Detalles Bibliográficos
Autores principales: Casanova, Ramon, Whitlow, Christopher T., Wagner, Benjamin, Williamson, Jeff, Shumaker, Sally A., Maldjian, Joseph A., Espeland, Mark A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2011
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3193072/
https://www.ncbi.nlm.nih.gov/pubmed/22016732
http://dx.doi.org/10.3389/fninf.2011.00022

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3193072/
https://www.ncbi.nlm.nih.gov/pubmed/22016732
http://dx.doi.org/10.3389/fninf.2011.00022

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