Multi-View Ensemble Classification of Brain Connectivity Images for Neurodegeneration Type Discrimination

Brain connectivity analyses using voxels as features are not robust enough for single-patient classification because of the inter-subject anatomical and functional variability. To construct more robust features, voxels can be aggregated into clusters that are maximally coherent across subjects. More...

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Detalles Bibliográficos
Autores principales: Fratello, Michele, Caiazzo, Giuseppina, Trojsi, Francesca, Russo, Antonio, Tedeschi, Gioacchino, Tagliaferri, Roberto, Esposito, Fabrizio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2017
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5443864/
https://www.ncbi.nlm.nih.gov/pubmed/28210983
http://dx.doi.org/10.1007/s12021-017-9324-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5443864/
https://www.ncbi.nlm.nih.gov/pubmed/28210983
http://dx.doi.org/10.1007/s12021-017-9324-2

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