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首页> 外文期刊>Latin America Transactions, IEEE (Revista IEEE America Latina) >A low cost mHealth non-intrusive method to monitoring patient indoor Localization
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A low cost mHealth non-intrusive method to monitoring patient indoor Localization

机译:用于监视患者室内定位的低成本mHealth非侵入式方法

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The development of efficient mechanisms for detecting health issues in patients as early as possible is very welcome since the probability of positive outcomes from treatments increases if the health problem is detected on its early stages. On the other hand, many health issues can even be avoided if the condition of risk is detected before the patient start suffering from the disease. In this work, we propose a novel, efficient and low cost solution for indoor monitoring of patients for medical purposes based on Wi-Fi signal strength intensities and mobile computing. The output of our solution consist of reports containing the patterns of room occupation by patients inside home. These reports will allow health care professionals to detect changes on the behavior of patients that can be interpreted as early signs of health related issues. The proposed solution was implemented in an Android smartphone and tested in a real scenario. To assess our solution, 10 monitoring periods with the duration of approximately one hour each, were performed at different times. During each monitoring period, 40 random points were selected as measuring points and 391 correct detections out of 400 possible were reached, corresponding to an average effectiveness of 97.75%.
机译:尽早开发有效的机制以检测患者的健康问题是非常受欢迎的,因为如果在早期发现健康问题,则治疗产生积极结果的可能性就会增加。另一方面,如果在患者开始患病之前就检测出危险状况,甚至可以避免许多健康问题。在这项工作中,我们提出了一种新颖,高效且低成本的解决方案,用于基于Wi-Fi信号强度强度和移动计算的室内医疗监护患者。我们解决方案的输出包括报告,其中包含家中患者的房间占用模式。这些报告将使医疗保健专业人员能够发现患者行为的变化,这些变化可以解释为健康相关问题的早期迹象。所提出的解决方案已在Android智能手机中实现,并在实际场景中进行了测试。为了评估我们的解决方案,在不同的时间执行了10个监视周期,每个监视周期大约持续一小时。在每个监控期间,选择40个随机点作为测量点,并且在400个可能的点中进行了391次正确检测,相当于97.75%的平均有效性。

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