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An Embedded Mobile ECG Reasoning System for Elderly Patients

机译:嵌入式老年患者移动心电图推理系统

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摘要

With the increase in the number senior citizens and chronic diseases, the number of elderly patients who need constant assistance has increased. One key point of all critical care for elderly patient is the continuous monitoring of their vital signs. Among these, the ECG signal is used for noninvasive diagnosis of cardiovascular diseases. Also, there is a pressing need to have a proper system in place for patient identification. Errors in patient identification, and hence improper administration of medication can lead to disastrous results. This paper proposes a novel embedded mobile ECG reasoning system that integrates ECG signal reasoning and RF identification together to monitor an elderly patient. As a result, our proposed method has a good accuracy in heart beat recognition, and enables continuous monitoring and identification of the elderly patient when alone. Moreover, in order to examine and validate our proposed system, we propose a managerial research model to test whether it can be implemented in a medical organization. The results prove that the mobility, usability, and performance of our proposed system have impacts on the user's attitude, and there is a significant positive relation between the user's attitude and the intent to use our proposed system.
机译:随着老年人和慢性病患者数量的增加,需要持续援助的老年患者数量有所增加。对老年患者的所有重症监护的关键点之一是对其生命体征的持续监测。其中,ECG信号用于心血管疾病的非侵入性诊断。同样,迫切需要适当的系统来识别患者。患者识别错误,以及药物管理不当会导致灾难性的结果。本文提出了一种新颖的嵌入式移动ECG推理系统,该系统将ECG信号推理和RF识别集成在一起,以监视老年患者。结果,我们提出的方法在心跳识别方面具有良好的准确性,并且能够在单独的情况下连续监测和识别老年患者。此外,为了检查和验证我们提出的系统,我们提出了一个管理研究模型来测试它是否可以在医疗组织中实施。结果表明,我们提出的系统的移动性,可用性和性能对用户的态度有影响,并且用户的态度与使用我们提出的系统的意图之间存在显着的正相关关系。

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