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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Veröffentlicht in:J Am Med Inform Assoc
Hauptverfasser: Chang, Ken, Balachandar, Niranjan, Lam, Carson, Yi, Darvin, Brown, James, Beers, Andrew, Rosen, Bruce, Rubin, Daniel L, Kalpathy-Cramer, Jayashree
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2018
Schlagworte:
Research and Applications
Online Zugang: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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