Automatic classification of structural mri for diagnosis of neurodegenerative diseases

This paper presents an automatic approach which classifies structural Magnetic Resonance images into pathological or healthy controls. A classification model was trained to find the boundaries that allow to separate the study groups. The method uses the deformation values from a set of regions, auto...

Full description

Autores:
Diaz, Gloria
Romero, Eduardo
Hernández-Tamames, Juan Antonio
Molina, Vicente
Malpica, Norberto
Tipo de recurso:
Article of journal
Fecha de publicación:
2010
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/30471
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/30471
http://bdigital.unal.edu.co/20547/
http://bdigital.unal.edu.co/20547/2/
Palabra clave:
Neurodegenerative disease
structural MRI
pattern classification
SPM
VBM
DARTEL
support vector machines.
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional