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Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images

Alzheimer’s Disease (AD) is a progressive neurodegenerative disease where biomarkers for disease based on pathophysiology may be able to provide objective measures for disease diagnosis and staging. Neuroimaging scans acquired from MRI and metabolism images obtained by FDG-PET provide in-vivo measur...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Lu, Donghuan, Popuri, Karteek, Ding, Gavin Weiguang, Balachandar, Rakesh, Beg, Mirza Faisal
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5890270/
https://ncbi.nlm.nih.gov/pubmed/29632364
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-22871-z
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