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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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Detalles Bibliográficos
Autores principales: Peng, Han, Gong, Weikang, Beckmann, Christian F., Vedaldi, Andrea, Smith, Stephen M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7610710/
https://www.ncbi.nlm.nih.gov/pubmed/33197716
http://dx.doi.org/10.1016/j.media.2020.101871