Analyzing Hierarchical Multi-View MRI Data With StaPLR: An Application to Alzheimer's Disease Classification

Multi-view data refers to a setting where features are divided into feature sets, for example because they correspond to different sources. Stacked penalized logistic regression (StaPLR) is a recently introduced method that can be used for classification and automatically selecting the views that ar...

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Detalles Bibliográficos
Autores principales: van Loon, Wouter, de Vos, Frank, Fokkema, Marjolein, Szabo, Botond, Koini, Marisa, Schmidt, Reinhold, de Rooij, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9082949/
https://www.ncbi.nlm.nih.gov/pubmed/35546881
http://dx.doi.org/10.3389/fnins.2022.830630

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9082949/
https://www.ncbi.nlm.nih.gov/pubmed/35546881
http://dx.doi.org/10.3389/fnins.2022.830630

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