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Classification of ADNI PET Images via Regularized 3D Functional Data Analysis

We propose a penalized Haar wavelet approach for the classification of 3D brain images in the framework of functional data analysis, which treats each entire 3D brain image as a single functional input thus automatically takes into account the spatial correlations of voxel level imaging measures. We...

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Detalhes bibliográficos
Publicado no:Biostat Epidemiol
Main Authors: Wang, Xuejing, Nan, Bin, Zhu, Ji, Koeppe, Robert, Frey, Kirk
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6136436/
https://ncbi.nlm.nih.gov/pubmed/30221242
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/24709360.2017.1280213
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