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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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Библиографические подробности
Опубликовано в: :Sci Rep
Главные авторы: Lu, Donghuan, Popuri, Karteek, Ding, Gavin Weiguang, Balachandar, Rakesh, Beg, Mirza Faisal
Формат: Artigo
Язык:Inglês
Опубликовано: Nature Publishing Group UK 2018
Предметы:
Online-ссылка: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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