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对差异性隐私能力的定量和定性评估,以支持合作研究,使用现实世界的数据分析分析

David P Gieser1, Ashna R Arya1, Rebecca Lee Smith2,3

  • 1The Grainger College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, United States.

JAMIA open
|November 11, 2025
PubMed
概括

差异隐私 (DP) 可以在协作研究中保护患者数据. 使用DP聚合数据减轻了准确性损失,显示了在COVID-19大流行期间分析癌症诊断的前景.

关键词:
在 COVID-19 疫情中,癌症 癌症 癌症 癌症 癌症协作研究研究协作研究不同的隐私差异 隐私差异

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