Resting State fMRI Functional Connectivity-Based Classification Using a Convolutional Neural Network Architecture

Machine learning techniques have become increasingly popular in the field of resting state fMRI (functional magnetic resonance imaging) network based classification. However, the application of convolutional networks has been proposed only very recently and has remained largely unexplored. In this p...

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Bibliographic Details
Main Authors: Regina J. Meszlényi, Krisztian Buza, Zoltán Vidnyánszky
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-10-01
Series:Frontiers in Neuroinformatics
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fninf.2017.00061/full