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

Baumgartner, Martin; Veeranki, Sai Pavan Kumar; Hayn, Dieter; Schreier, Günter

Baumgartner, Martin; Veeranki, Sai Pavan Kumar; Hayn, Dieter; Schreier, Günter.

Afiliação

Baumgartner M; Center for Health & Bioresources, AIT Austrian Institute of Technology, Giefinggasse 4, 1210 Vienna, Austria.
Veeranki SPK; Institute of Neural Engineering, Technical University of Graz, Graz, Austria.
Hayn D; Institute of Neural Engineering, Technical University of Graz, Graz, Austria.
Schreier G; Center for Health & Bioresources, AIT Austrian Institute of Technology, Giefinggasse 4, 1210 Vienna, Austria.

J Healthc Inform Res ; 7(3): 291-312, 2023 Sep.

Article em En | MEDLINE | ID: mdl-37637722

Palavras-chave

Decentral learning; Decision-support; Deep learning; Machine learning; Privacy-preserving artificial intelligence

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article