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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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Detalles Bibliográficos
Autores principales: Meszlényi, Regina J., Buza, Krisztian, Vidnyánszky, Zoltán
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5651030/
https://www.ncbi.nlm.nih.gov/pubmed/29089883
http://dx.doi.org/10.3389/fninf.2017.00061