Self-supervised pretraining improves the performance of classification of task functional magnetic resonance imaging

INTRODUCTION: Decoding brain activities is one of the most popular topics in neuroscience in recent years. And deep learning has shown high performance in fMRI data classification and regression, but its requirement for large amounts of data conflicts with the high cost of acquiring fMRI data. METHO...

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Detalles Bibliográficos
Autores principales: Shi, Chenwei, Wang, Yanming, Wu, Yueyang, Chen, Shishuo, Hu, Rongjie, Zhang, Min, Qiu, Bensheng, Wang, Xiaoxiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10330812/
https://www.ncbi.nlm.nih.gov/pubmed/37434766
http://dx.doi.org/10.3389/fnins.2023.1199312

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10330812/
https://www.ncbi.nlm.nih.gov/pubmed/37434766
http://dx.doi.org/10.3389/fnins.2023.1199312

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