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Anatomical Context Improves Deep Learning on the Brain Age Estimation Task

Deep learning has shown remarkable improvements in the analysis of medical images without the need for engineered features. In this work, we hypothesize that deep learning is complementary to traditional feature estimation. We propose a network design to include traditional structural imaging featur...

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Detalhes bibliográficos
Publicado no:Magn Reson Imaging
Main Authors: Bermudez, Camilo, Plassard, Andrew J., Chaganti, Shikha, Huo, Yuankai, Aboud, Katherine E., Cutting, Laurie E., Resnick, Susan M., Landman, Bennett A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6689246/
https://ncbi.nlm.nih.gov/pubmed/31247249
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.mri.2019.06.018
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