Saliency-based characterization of group differences for magnetic resonance disease classification

Anatomical variability of patient's brains limits the statistical analyses about presence or absence of a pathology. In this paper, we present an approach for classification of brain Magnetic Resonance (MR) images from healthy and diseased subjects. The approach builds up a saliency map, which...

Full description

Autores:
Rueda Olarte, Andrea del Pilar
González Osorio, Fabio Augusto
Romero Castro, Eduardo
Tipo de recurso:
Article of journal
Fecha de publicación:
2013
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/39493
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/39493
http://bdigital.unal.edu.co/29590/
Palabra clave:
Subject classification
Magnetic Resonance Imaging
Visual Attention models
Saliency maps
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional