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Shielding sensitive medical imaging data
Nature Machine Intelligence ( IF 18.8 ) Pub Date : 2024-07-11 , DOI: 10.1038/s42256-024-00865-z Gaoyang Liu , Chen Wang , Tian Xia
Nature Machine Intelligence ( IF 18.8 ) Pub Date : 2024-07-11 , DOI: 10.1038/s42256-024-00865-z Gaoyang Liu , Chen Wang , Tian Xia
Differential privacy offers protection in medical image processing but is traditionally thought to hinder accuracy. A recent study offers a reality check on the relationship between privacy measures and the ability of an artificial intelligence (AI) model to accurately analyse medical images.
中文翻译:
屏蔽敏感的医学成像数据
差异隐私为医学图像处理提供了保护,但传统上被认为会妨碍准确性。最近的一项研究对隐私措施与人工智能 (AI) 模型准确分析医学图像的能力之间的关系进行了现实检验。
更新日期:2024-07-11
中文翻译:
屏蔽敏感的医学成像数据
差异隐私为医学图像处理提供了保护,但传统上被认为会妨碍准确性。最近的一项研究对隐私措施与人工智能 (AI) 模型准确分析医学图像的能力之间的关系进行了现实检验。