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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...
Autores principales: | van Loon, Wouter, de Vos, Frank, Fokkema, Marjolein, Szabo, Botond, Koini, Marisa, Schmidt, Reinhold, de Rooij, Mark |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
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 |
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