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Graph Empirical Mode Decomposition-Based Data Augmentation Applied to Gifted Children MRI Analysis

Gifted children and normal controls can be distinguished by analyzing the structural connectivity (SC) extracted from MRI data. Previous studies have improved classification accuracy by extracting several features of the brain regions. However, the limited size of the database may lead to degradatio...

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Detalles Bibliográficos
Autores principales: Chen, Xuning, Li, Binghua, Jia, Hao, Feng, Fan, Duan, Feng, Sun, Zhe, Caiafa, Cesar F., Solé-Casals, Jordi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9295389/
https://www.ncbi.nlm.nih.gov/pubmed/35864986
http://dx.doi.org/10.3389/fnins.2022.866735