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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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Podrobná bibliografie
Vydáno v:Front Neuroinform
Hlavní autoři: Meszlényi, Regina J., Buza, Krisztian, Vidnyánszky, Zoltán
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5651030/
https://ncbi.nlm.nih.gov/pubmed/29089883
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fninf.2017.00061
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