Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification

Artificial intelligence and machine learning have led to prominent and spectacular innovations in various scenarios. Application in medicine, however, can be challenging due to privacy concerns and strict legal regulations. Methods that centralize knowledge instead of data could address this issue....

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Detalles Bibliográficos
Autores principales: Baumgartner, Martin, Veeranki, Sai Pavan Kumar, Hayn, Dieter, Schreier, Günter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449753/
https://www.ncbi.nlm.nih.gov/pubmed/37637722
http://dx.doi.org/10.1007/s41666-023-00142-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449753/
https://www.ncbi.nlm.nih.gov/pubmed/37637722
http://dx.doi.org/10.1007/s41666-023-00142-5

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