DC-COX: Data collaboration Cox proportional hazards model for privacy-preserving survival analysis on multiple parties.

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作者： Akira,Imakura ^[1] ; Ryoya,Tsunoda ^[2] ; Rina,Kagawa ^[3] ; Kunihiro,Yamagata ^[4] ; Tetsuya,Sakurai ^[5]

作者单位： Faculty of Engineering, Information and Systems, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan. Electronic address: imakura@cs.tsukuba.ac.jp. ^[1] University of Tsukuba Hospital, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki 305-8576, Japan. Electronic address: tsunoda.ryoya.rt@ms.hosp.tsukuba.ac.jp. ^[2] Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8575, Japan. Electronic address: kagawa-r@md.tsukuba.ac.jp. ^[3] Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8575, Japan. Electronic address: k-yamaga@md.tsukuba.ac.jp. ^[4] Faculty of Engineering, Information and Systems, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan. Electronic address: sakurai@cs.tsukuba.ac.jp. ^[5]

关键词 Cox proportional hazards model Data collaboration framework Privacy-preserving survival analysis

主题词隐私权(Privacy);比例危险度模型(Proportional Hazards Models);存活率分析(Survival Analysis);信息交流(Communication)

DOI 10.1016/j.jbi.2022.104264

PMID 36462599

发布时间 2023-02-23

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