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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Bibliographic Details
Main Authors: Peng, H, Gong, W, Beckmann, CF, Smith, SM
Format: Journal article
Language:English
Published: Elsevier 2020