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Federated horizontally partitioned principal component analysis for biomedical applications
MOTIVATION: Federated learning enables privacy-preserving machine learning in the medical domain because the sensitive patient data remain with the owner and only parameters are exchanged between the data holders. The federated scenario introduces specific challenges related to the decentralized nat...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Oxford University Press
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710634/ https://www.ncbi.nlm.nih.gov/pubmed/36699354 http://dx.doi.org/10.1093/bioadv/vbac026 |