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Accurate brain age prediction with lightweight deep neural networks

Deep learning has huge potential for accurate disease prediction with neuroimaging data, but the prediction performance is often limited by training-dataset size and computing memory requirements. To address this, we propose a deep convolutional neural network model, Simple Fully Convolutional Netwo...

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Bibliografski detalji
Izdano u:Med Image Anal
Glavni autori: Peng, Han, Gong, Weikang, Beckmann, Christian F., Vedaldi, Andrea, Smith, Stephen M.
Format: Artigo
Jezik:Inglês
Izdano: 2021
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7610710/
https://ncbi.nlm.nih.gov/pubmed/33197716
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2020.101871
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