Cargando...

Developing Novel Weighted Correlation Kernels for Convolutional Neural Networks to Extract Hierarchical Functional Connectivities from fMRI for Disease Diagnosis

Functional magnetic resonance imaging (fMRI) has been widely applied to analysis and diagnosis of brain diseases, including Alzheimer’s disease (AD) and its prodrome, i.e., mild cognitive impairment (MCI). Traditional methods usually construct connectivity networks (CNs) by simply calculating Pearso...

Descrición completa

Gardado en:
Detalles Bibliográficos
Publicado en:Mach Learn Med Imaging
Main Authors: Jie, Biao, Liu, Mingxia, Lian, Chunfeng, Shi, Feng, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado: 2018
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6410567/
https://ncbi.nlm.nih.gov/pubmed/30868142
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00919-9_1
Tags: Engadir etiqueta
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!