VERTICOX : Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers
The Cox proportional hazards model is a popular semi-parametric model for survival analysis. In this paper, we aim at developing a federated algorithm for the Cox proportional hazards model over vertically partitioned data (i.e., data from the same patient are stored at different institutions). We p...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on knowledge and data engineering. - 1998. - 34(2022), 2 vom: 16. Feb., Seite 996-1010
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| 1. Verfasser: |
Dai, Wenrui
(VerfasserIn) |
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| Weitere Verfasser: |
Jiang, Xiaoqian,
Bonomi, Luca,
Li, Yong,
Xiong, Hongkai,
Ohno-Machado, Lucila |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on knowledge and data engineering
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| Schlagworte: | Journal Article
Cox proportional hazards model
Federated survival analysis
alternating direction method of multipliers
privacy protection
vertically partitioned data |
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