迪科姆PII无识别和可逆数据隐藏
1Master of Science in Information Security, National Taipei University of Technology, Taiwan.
Studies in health technology and informatics
|August 8, 2025
概括
这项研究引入了一种安全的医疗图像共享方法 (DICOM),使用假名化和加密来保护患者的隐私. 该技术可逆地嵌入敏感数据,确保诊断实用性和必要时的完全恢复.
科学领域:
- 医疗成像医学成像
- 信息安全 信息安全
- 数据 隐私 数据 隐私 数据
背景情况:
- 分享数字成像和医学通信 (DICOM) 图像对于远程医疗诊断至关重要.
- 迪科姆图像包含敏感的个人身份信息 (PII),需要强有力的隐私保护措施.
- 现有的方法可能无法充分平衡安全共享与维护诊断完整性.
研究的目的:
- 开发一种保护隐私的方法来安全共享DICOM图像.
- 确保患者数据的保密性,而不会影响医学图像的诊断效用.
- 允许在DICOM文件中可逆嵌入和提取敏感信息.
主要方法:
- 实施假名化技术,以虚拟数据取代患者可识别信息.
- 整合加密方法以加强数据保密,防止未经授权的访问.
- 利用可逆数据隐藏技术,将处理的敏感信息嵌入到图像中.
主要成果:
- 在DICOM图像中使用伪名和加密成功替换了PII.
- 使用可逆数据隐藏来有效嵌入敏感数据.
- 确认图像诊断实用程序在后处理和数据恢复后得到维护.
结论:
- 提出的方法有效地实现了DICOM图像的安全共享,同时保护了患者的隐私.
- 可逆数据隐藏确保敏感信息可以完全恢复,而不会丢失数据或诊断问题.
- 这种方法提供了一个可行的解决方案,用于医疗保健机构的合规和安全的医疗图像交换.
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