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Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection

While convolutional neural network (CNN) has been demonstrating powerful ability to learn hierarchical spatial features from medical images, it is still difficult to apply it directly to resting-state functional MRI (rs-fMRI) and the derived brain functional networks (BFNs). We propose a novel CNN f...

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Detalles Bibliográficos
Publicado en:IEEE Trans Med Imaging
Main Authors: Kam, Tae-Eui, Zhang, Han, Jiao, Zhicheng, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado: 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7122732/
https://ncbi.nlm.nih.gov/pubmed/31329111
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2019.2928790
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