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Federated learning framework integrating REFINED CNN and Deep Regression Forests
SUMMARY: Predictive learning from medical data incurs additional challenge due to concerns over privacy and security of personal data. Federated learning, intentionally structured to preserve high level of privacy, is emerging to be an attractive way to generate cross-silo predictions in medical sce...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074025/ https://www.ncbi.nlm.nih.gov/pubmed/37033467 http://dx.doi.org/10.1093/bioadv/vbad036 |