Title
A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia from EEG Connectivity Patterns.
Abstract
Objective: We exploit altered patterns in brain functional connectivity as features for automatic discriminative analysis of neuropsychiatric patients. Deep learning methods have been introduced to functional network classification only very recently for fMRI, and the proposed architectures essentially focused on a single type of connectivity measure. Methods: We propose a deep convolutional neura...
Year
DOI
Venue
2020
10.1109/JBHI.2019.2941222
IEEE Journal of Biomedical and Health Informatics
Keywords
DocType
Volume
Electroencephalography,Reactive power,Time measurement,Frequency-domain analysis,Brain modeling
Journal
24
Issue
ISSN
Citations 
5
2168-2194
3
PageRank 
References 
Authors
0.37
21
5
Name
Order
Citations
PageRank
Chun-Ren Phang140.72
Fuad Noman241.73
Hadrina Sh-Hussain342.07
Chee-Ming Ting47213.17
Hernando Ombao59818.00