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The utility of a network–based clustering method for dimension reduction of imaging and non-imaging biomarkers predictive of Alzheimer’s disease

While the identification of biomarkers for Alzheimer’s disease (AD) is critical, emphasis must also be placed on defining the relationship between these and other indicators. To this end, we propose a network-based radial basis function-sparse partial least squares (RBF-sPLS) approach to analyze str...

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Detalles Bibliográficos
Autores principales: Yoshida, Hisako, Kawaguchi, Atsushi, Yamashita, Fumio, Tsuruya, Kazuhiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5809402/
https://www.ncbi.nlm.nih.gov/pubmed/29434324
http://dx.doi.org/10.1038/s41598-018-21118-1