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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Detalles Bibliográficos
Autores principales: Chang, Ken, Balachandar, Niranjan, Lam, Carson, Yi, Darvin, Brown, James, Beers, Andrew, Rosen, Bruce, Rubin, Daniel L, Kalpathy-Cramer, Jayashree
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6077811/
https://www.ncbi.nlm.nih.gov/pubmed/29617797
http://dx.doi.org/10.1093/jamia/ocy017

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6077811/
https://www.ncbi.nlm.nih.gov/pubmed/29617797
http://dx.doi.org/10.1093/jamia/ocy017

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