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Relay learning: a physically secure framework for clinical multi-site deep learning
Big data serves as the cornerstone for constructing real-world deep learning systems across various domains. In medicine and healthcare, a single clinical site lacks sufficient data, thus necessitating the involvement of multiple sites. Unfortunately, concerns regarding data security and privacy hin...
Autores principales: | Bo, Zi-Hao, Guo, Yuchen, Lyu, Jinhao, Liang, Hengrui, He, Jianxing, Deng, Shijie, Xu, Feng, Lou, Xin, Dai, Qionghai |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625523/ https://www.ncbi.nlm.nih.gov/pubmed/37925578 http://dx.doi.org/10.1038/s41746-023-00934-4 |
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