Classifying Autism Spectrum Disorder Using the Temporal Statistics of Resting-State Functional MRI Data With 3D Convolutional Neural Networks

Resting-state functional magnetic resonance imaging (rs-fMRI) data are 4-dimensional volumes (3-space + 1-time) that have been posited to reflect the underlying mechanisms of information exchange between brain regions, thus making it an attractive modality to develop diagnostic biomarkers of brain d...

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Detalhes bibliográficos
Publicado no:Front Psychiatry
Main Authors: Thomas, Rajat Mani, Gallo, Selene, Cerliani, Leonardo, Zhutovsky, Paul, El-Gazzar, Ahmed, van Wingen, Guido
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Psychiatry
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7242627/
https://ncbi.nlm.nih.gov/pubmed/32477198
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyt.2020.00440
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