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Learning Generalizable Recurrent Neural Networks from Small Task-fMRI Datasets

Deep learning has become the new state-of-the-art for many problems in image analysis. However, large datasets are often required for such deep networks to learn effectively. This poses a difficult challenge for many medical image analysis problems in which only a small number of subjects are availa...

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Bibliografiske detaljer
Udgivet i:Med Image Comput Comput Assist Interv
Main Authors: Dvornek, Nicha C., Yang, Daniel, Ventola, Pamela, Duncan, James S.
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6411297/
https://ncbi.nlm.nih.gov/pubmed/30873514
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00931-1_38
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