导论章:医学中的非侵入性诊断方法

Mariusz Marzec
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引用次数: 0

摘要

使用可见光相机和热成像相机测量心率和呼吸。本文讨论了使用这类技术来评估疑似传染病患者健康状况的基本原则和假设。这项研究是在10名学生中进行的;摄像机位于距离受试者面部约50厘米处。观察是在休息和运动后进行的,时间为30秒。检查包括同时读取呼吸和心电图传感器的参数(作为参考数据),并记录可见光和热成像相机的图像。在呼吸过程中,面部区域的温度发生变化,由于心脏跳动,面部区域的亮度也发生变化。这些变化被记录为一系列图像,从中提取定量形式的代表被试当前状态的值。研究结果表明,从摄像头接收到的信号与呼吸和脉搏传感器记录的信号之间存在一定的关系。对受影响患者(研究组)的鉴定结果表明,所提出的解决方案具有很高的潜力。根据作者的说法,该溶液可用于制备传染病筛查系统。阳性病例预测率为100%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Introductory Chapter: Non-Invasive Diagnostic Methods in Medicine
measuring the heart rate and respiration using a visible light camera and a thermal imaging camera. The basic principles and assumptions that enable to use this type of techniques to assess the health of patients with a suspected infectious disease are discussed here. The research was carried out in a group of 10 students; the cameras were located approximately 50 cm from the subjects’ faces. The observations were carried out at rest and after exercises for a period of time equal to 30 seconds. The examination involved simultaneous reading of parameters of breath and electrocardiogram sensors (as reference data) and recording images from visible light and thermal imaging cameras. During respira -tion, the temperature in the facial area changed, and due to heart beating, the luminance in the facial area also changed. These changes were recorded as a series of images, from which the values representing the current state of the subject in quantitative form were extracted. As a result of the research, it was established that there was a relationship between signals received from the cameras and signals registered by breath and pulse sensors. The obtained results of identification of affected patients (in the study group) indicated the high potential of the proposed solution. According to the authors, the presented solution can be used to prepare an infectious disease screening system. The prediction of positive cases was 100%.
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