电子医学图像的安全传输与存储平台:远距眼科视网膜眼底案例研究

Soha M Gamal, S. Youssef, Ayman A. Abdel-Hamid
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引用次数: 2

摘要

确保电子医疗信息的安全对数据访问产生重大影响,直接影响到患者的隐私和优质护理权利。医疗专业人员需要充分了解所有患者的病史,以便就诊断和治疗计划做出准确的决定。本文介绍了一种新的安全框架,该框架集成了一种新的混合加密方案,利用混沌映射和二维离散小波变换(DWT)隐写技术对医学图像进行加密,以增加密钥大小并达到较高的安全性。此外,还部署了一个基于网络的监测平台,用于在传输过程中跟踪电子病历。为了验证该框架的有效性,本文介绍了一个用于糖尿病患者诊断决策的安全传输视网膜眼底医学图像的应用案例研究。与最先进的方法相比,所提出的框架证明了将机密患者的背景掩盖为传输的掩护图像的能力,该图像具有高度的不可感知性,并且在可接受的加密开销下提供了隐写图像的有限退化。实验结果表明,该框架在准确性、灵敏度和可感知性方面优于其他方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Secure Transmission and Repository Platform for Electronic Medical Images: Case Study of Retinal Fundus in Teleophthalmology
Securing electronic medical information has a significant impact on data access which directly affects patient’s privacy and quality care rights. Medical professionals need to have full access to all patients' medical history to make accurate decisions regarding diagnosis and treatment plans. This paper introduces a novel Secure framework that integrates a new hybrid encryption scheme of medical images using chaotic maps and 2D Discrete wavelet transform (DWT) Steganography to increase key size and achieve high security level. In addition, a web-based monitoring platform has been deployed for tracking of electronic medical records during transmission. To validate the efficiency of the proposed framework, an application case-study has been introduced for securely transmitting retinal fundus medical images for diagnostic decisions on diabetic patients. Compared to the state-of-the-art approaches, the proposed framework demonstrated the ability to mask the context of the confidential patient into a transmitted cover image with high imperceptibility and limited degradation in the stego image provided in acceptable cryptographic overhead. Experimental results demonstrated that the proposed framework outperforms other schemes in terms of accuracy, sensitivity and perceptibility.
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