| 生物医学大数据中的隐私计算 |
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| 引用本文：辛均益,陈如梵,王林,等.生物医学大数据中的隐私计算[J].医学信息学杂志,2022,43(10):2-7 |
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| 中文摘要:分析生物医学数据流通难点、传统隐私保护手段缺陷,介绍隐私计算优势及其主流技术路线,阐述生物医学中隐私计算的典型应用场景和有关案例,为该领域相关研究提供参考。 |
| 中文关键词:隐私计算 生物医学数据 数据流通 联邦学习 可信执行环境 |
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| Privacy-preserving Computing in Biomedical Big Data |
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| Abstract:The paper analyzes the difficulties of biomedical data sharing and the defects of traditional privacy protection methods, introduces the advantages of privacy-preserving computing and its mainstream technology route, and expounds the typical application scenarios and related cases of privacy-preserving computing in the biomedical field, so as to provide references for related research in this field. |
| keywords:privacy-preserving computing biomedical data data sharing federated learning trusted execution environment |
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