Application of advanced machine learning methods on resting-state fMRI network for identification of mild cognitive impairment and Alzheimer's disease.

The study of brain networks by resting-state functional magnetic resonance imaging (rs-fMRI) is a promising method for identifying patients with dementia from healthy controls (HC). Using graph theory, different aspects of the brain network can be efficiently characterized by calculating measures of...

Descripción completa

Detalles Bibliográficos
Publicado en:Brain Imaging & Behavior Vol. 10; no. 3; pp. 799 - 818
Autores principales: Khazaee, Ali, Ebrahimzadeh, Ata, Babajani-Feremi, Abbas
Formato: equations & formulas pictorial research tables/charts Journal Article
Publicado: Springer Nature Sep2016
Acceso en línea:Ver este registro en EBSCOhost