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Voxel-Wise Feature Selection Method for CNN Binary Classification of Neuroimaging Data

Voxel-wise group analysis is presented as a novel feature selection (FS) technique for a deep learning (DL) approach to brain imaging data classification. The method, based on a voxel-wise two-sample t-test and denoted as t-masking, is integrated into the learning procedure as a data-driven FS strat...

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Detalles Bibliográficos
Autores principales: Messina, Domenico, Borrelli, Pasquale, Russo, Paolo, Salvatore, Marco, Aiello, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8093438/
https://www.ncbi.nlm.nih.gov/pubmed/33958980
http://dx.doi.org/10.3389/fnins.2021.630747