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Identity Concealment When Uploading Pictures of Patients in a Tele-Medicine System

机译:在上传患者在Teire Medicine系统上传图片时的身份隐藏

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Tele-medicine systems run the risk of unauthorized access to medical records, and there is greater possibility for the unlawful sharing of sensitive patient information, including children, and possibly showing their private parts. Aside from violating their right to privacy, such practices discourage patients from subjecting themselves to tele-medicine. The authors thus present an automatic identity concealment system for pictures, the way it is designed in the GetBetter tele-medicine system developed under a WHO/TDR grant. Based on open-source face- and eye-detection algorithms, identity concealment is executed by blurring the eye region of a detected face using pixel shuffling. This method is shown to be not only effective in concealing the identity of the patient, but also in preserving the exact distribution of pixel values in the image. This is useful when subsequent image processing techniques are employed, such as when identifying the type of lesions based on images of the skin.
机译:Tele-Medicine Systems冒着未经授权访问医疗记录的风险,并且在包括儿童的敏感患者信息的非法分享方面更有可能,并且可能展示其私人部分。除了违反他们的隐私权外,这种做法会阻止患者对自己进行远程医学。因此,作者为图片提供了一种自动标识隐藏系统,这方面的设计方式在WHO / TDR授权下开发的GetBetter Tele-Mickice系统中。基于开源面部和眼睛检测算法,通过使用像素洗机模糊检测到的面的眼部区域来执行身份隐藏。该方法被证明不仅有效地隐藏患者的身份,而且在保留图像中的像素值的精确分布方面不仅有效。当采用后续图像处理技术时,这是有用的,例如当基于皮肤的图像识别病变的类型时。

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