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Evaluation of Augmentation Methods in Classifying Autism Spectrum Disorders from fMRI Data with 3D Convolutional Neural Networks

Classifying subjects as healthy or diseased using neuroimaging data has gained a lot of attention during the last 10 years, and recently, different deep learning approaches have been used. Despite this fact, there has not been any investigation regarding how 3D augmentation can help to create larger...

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Detalles Bibliográficos
Autores principales: Jönemo, Johan, Abramian, David, Eklund, Anders
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10487086/
https://www.ncbi.nlm.nih.gov/pubmed/37685311
http://dx.doi.org/10.3390/diagnostics13172773