Hybrid multivariate pattern analysis combined with extreme learning machine for Alzheimer’s dementia diagnosis using multi-measure rs-fMRI spatial patterns

BACKGROUND: Early diagnosis of Alzheimer’s disease (AD) and Mild Cognitive Impairment (MCI) is essential for timely treatment. Machine learning and multivariate pattern analysis (MVPA) for the diagnosis of brain disorders are explicitly attracting attention in the neuroimaging community. In this pap...

Descripción completa

Detalles Bibliográficos
Autores principales: Nguyen, Duc Thanh, Ryu, Seungjun, Qureshi, Muhammad Naveed Iqbal, Choi, Min, Lee, Kun Ho, Lee, Boreom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6386400/
https://www.ncbi.nlm.nih.gov/pubmed/30794629
http://dx.doi.org/10.1371/journal.pone.0212582

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6386400/
https://www.ncbi.nlm.nih.gov/pubmed/30794629
http://dx.doi.org/10.1371/journal.pone.0212582

Ejemplares similares