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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Bibliographic Details
Published in: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.
Format: Artigo
Language:Inglês
Published: 2019
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Article
Online Access: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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