Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics

Modern healthcare systems knitted by a web of entities (e.g., hospitals, clinics, pharmacy companies) are collecting a huge volume of healthcare data from a large number of individuals with various medical procedures, medications, diagnosis, and lab tests. To extract meaningful medical concepts (i.e...

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Veröffentlicht in:	Proceedings of the ... International World-Wide Web Conference. International WWW Conference Jg. 2021; S. 171
Hauptverfasser:	Ma, Jing, Zhang, Qiuchen, Lou, Jian, Xiong, Li, Ho, Joyce C
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Netherlands 01.04.2021
Schlagworte:	Federated Learning Tensor Factorization Computational Phenotyping Electronic Health Records (EHR)
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