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High performance of privacy-preserving acute myocardial infarction auxiliary diagnosis based on federated learning: a multicenter retrospective study

BACKGROUND: Multicenter medical research is becoming a new trend. However, interagency data privacy security protection has become a major bottleneck of multicenter research. Therefore, to overcome this privacy protection issue, the aim of the present study was to apply a self-developed privacy-pres...

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Detalles Bibliográficos
Autores principales: Xu, Jie, Zhang, Yu, Yu, Huamin, Lin, Bo, Xiang, Peng, Lin, Te, Lu, Huizhe, Zhang, Guiying, Wang, Dejian, Yuan, Hong, Hu, Bin, Jiang, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9577776/
https://www.ncbi.nlm.nih.gov/pubmed/36267731
http://dx.doi.org/10.21037/atm-22-4331