Automated classification of Alzheimer's disease and mild cognitive impairment using a single MRI and deep neural networks

We built and validated a deep learning algorithm predicting the individual diagnosis of Alzheimer's disease (AD) and mild cognitive impairment who will convert to AD (c-MCI) based on a single cross-sectional brain structural MRI scan. Convolutional neural networks (CNNs) were applied on 3D T1-w...

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發表在:Neuroimage Clin
Main Authors: Basaia, Silvia, Agosta, Federica, Wagner, Luca, Canu, Elisa, Magnani, Giuseppe, Santangelo, Roberto, Filippi, Massimo
格式: Artigo
語言:Inglês
出版: Elsevier 2018
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Article
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC6413333/
https://ncbi.nlm.nih.gov/pubmed/30584016
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2018.101645
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