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A Spectral Graph Regression Model for Learning Brain Connectivity of Alzheimer’s Disease

Understanding network features of brain pathology is essential to reveal underpinnings of neurodegenerative diseases. In this paper, we introduce a novel graph regression model (GRM) for learning structural brain connectivity of Alzheimer's disease (AD) measured by amyloid-β deposits. The propo...

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Detalles Bibliográficos
Autores principales: Hu, Chenhui, Cheng, Lin, Sepulcre, Jorge, Johnson, Keith A., Fakhri, Georges E., Lu, Yue M., Li, Quanzheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4449104/
https://www.ncbi.nlm.nih.gov/pubmed/26024224
http://dx.doi.org/10.1371/journal.pone.0128136