Distributed deep learning networks among institutions for medical imaging

OBJECTIVE: Deep learning has become a promising approach for automated support for clinical diagnosis. When medical data samples are limited, collaboration among multiple institutions is necessary to achieve high algorithm performance. However, sharing patient data often has limitations due to techn...

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Bibliografiske detaljer
Udgivet i:J Am Med Inform Assoc
Main Authors: Chang, Ken, Balachandar, Niranjan, Lam, Carson, Yi, Darvin, Brown, James, Beers, Andrew, Rosen, Bruce, Rubin, Daniel L, Kalpathy-Cramer, Jayashree
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2018
Fag:
Research and Applications
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6077811/
https://ncbi.nlm.nih.gov/pubmed/29617797
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocy017
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