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中文摘要
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项目摘要 技术的进步大大降低了获得全基因组的价格 测序(WGS)数据,使个性化的基因组分析更实惠。的 随着人类基因组数据的可用性不断提高,隐私性也在不断增加 担心不适当地泄露信息可能会使敏感的个人信息 风险信息。在这个项目中,我们的目标是促进小说的发展, 保护方法来应对人类基因组中出现的隐私挑战 research.我们将组织竞赛和研讨会,以弥合以下方面的差距 生物医学信息学和计算机隐私/安全社区。我们计划 将我们的活动与AMIA年度研讨会相结合,提高 新的隐私技术给他们的潜在采用者。
英文摘要
PROJECT SUMMARY Advancement of technology significantly reduces the price of obtaining whole genome sequencing (WGS) data and makes personalized genome analysis more affordable. The increasing availability of human genomic data is accompanied with increasing privacy concerns that inappropriate leakage of information might put sensitive personal information at risk. In this project, we aim at promoting the development of novel protection methods to deal with the emerging privacy challenges in human genomic research. We will organize competitions and workshops to bridge the gap between biomedical informatics and computer privacy/security communities. We are planning to collocate our events with the AMIA Annual Symposium and increase the visibility of novel privacy technologies to their potential adopters.
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Robust privacy preserving distributed analysis platform for cancer research: addressing data bias and disparities
  • 批准号:
    10642562
  • 项目类别:
  • 资助金额:
    $41.19万
  • 财政年份:
    2023
  • 负责人:
    Xiaoqian Jiang
  • 依托单位:
Harmonizing multiple clinical trials for Alzheimer's disease to investigate differential responses to treatment via federated counterfactual learning
iDASH Genome Privacy and Security Competition Workshop
Decentralized differentially-private methods for dynamic data release and analysis
  • 批准号:
    10740597
  • 项目类别:
  • 资助金额:
    $61.37万
  • 财政年份:
    2023
  • 负责人:
    Xiaoqian Jiang
  • 依托单位:
海外基金