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A Novel Transfer Learning Approach to Enhance Deep Neural Network Classification of Brain Functional Connectomes

Early diagnosis remains a significant challenge for many neurological disorders, especially for rare disorders where studying large cohorts is not possible. A novel solution that investigators have undertaken is combining advanced machine learning algorithms with resting-state functional Magnetic Re...

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Detalles Bibliográficos
Autores principales: Li, Hailong, Parikh, Nehal A., He, Lili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6066582/
https://www.ncbi.nlm.nih.gov/pubmed/30087587
http://dx.doi.org/10.3389/fnins.2018.00491