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Toward Precise Localization of Abnormal Brain Activity: 1D CNN on Single Voxel fMRI Time-Series

Functional magnetic resonance imaging (fMRI) is one of the best techniques for precise localization of abnormal brain activity non-invasively. Machine-learning approaches have been widely used in neuroimaging studies; however, few studies have investigated the single-voxel modeling of fMRI data unde...

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Detalles Bibliográficos
Autores principales: Wu, Yun-Ying, Hu, Yun-Song, Wang, Jue, Zang, Yu-Feng, Zhang, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9094401/
https://www.ncbi.nlm.nih.gov/pubmed/35573265
http://dx.doi.org/10.3389/fncom.2022.822237