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Transfer Learning Approaches for Neuroimaging Analysis: A Scoping Review

Deep learning algorithms have been moderately successful in diagnoses of diseases by analyzing medical images especially through neuroimaging that is rich in annotated data. Transfer learning methods have demonstrated strong performance in tackling annotated data. It utilizes and transfers knowledge...

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Detalles Bibliográficos
Autores principales: Ardalan, Zaniar, Subbian, Vignesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8899512/
https://www.ncbi.nlm.nih.gov/pubmed/35265830
http://dx.doi.org/10.3389/frai.2022.780405