可逆水印为心电图保护提供了可逆水印
Pavel Andreev1, Anna Denisova1, Victor Fedoseev1
1Geoinformatics and Information Security Department, Samara National Research University, Samara 443086, Russia.
Sensors (Basel, Switzerland)
|April 12, 2025
概括
本研究比较了四种可逆水印方法,用于在远程医疗中获取心电图 (ECG) 数据. 它发现,调整图像水印技术为在传输过程中保持心电图诊断准确性提供了新的见解.
科学领域:
- 生物医学工程 生物医学工程
- 信号处理 信号处理
- 信息安全 信息安全
背景情况:
- 电心电图 (ECG) 对于远程医疗诊断至关重要.
- 远程医疗数据传输面临安全风险,可能会损害诊断完整性.
- 可逆水印提供了一种解决方案,以保护心电图数据,同时保持诊断精度.
研究的目的:
- 调查和比较四种可逆水印方法对心电图信号.
- 探索图像水印技术对ECG数据的适用性.
- 为安全和准确的远程医疗确定最佳的水标策略.
主要方法:
- 对预测错误扩展 (PEE) 和基于压缩的水印进行了广泛的调查.
- 适应和评估可逆对比映射 (RCM) 和基于整数转换 (ITB) 的水印对心电图信号.
- 在水印方法中的预测和压缩技术的比较分析.
主要成果:
- 对现有的ECG水印方法 (基于压缩的PEE) 获得了新的见解.
- 图像水印方法 (RCM,ITB) 已成功地适用于ECG信号安全.
- 在不同的实施和预测/压缩策略中,对水标能力进行了比较.
结论:
- 该研究提供了对ECG可逆水印技术的全面比较.
- 调查结果有助于选择适合远程医疗应用的水印方法.
- 确保心电图数据安全对于可靠的远程诊断至关重要.
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