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A Remote Monitoring System of Medication Compliance Using Distributed RFID Readers in an Intelligent Living Environment

机译:在智能居住环境中使用分布式RFID读取器的药物依从性远程监控系统

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Recently, the number of elderly people who take medicines daily has been increasing due to the aging population. Because elderly persons tend to experience cognitive deterioration, some may have difficulties in complying with their medication regimens. Therefore, we propose a new fuzzy-based inference algorithm to assist caregivers by providing them with remote monitoring capabilities. In this study, we developed an intelligent living environment with radio frequency identification (RFID) readers to detect when a person inappropriately self-administer medications with meals or drinks, for which coadministration is contraindicated and would decrease beneficial effects of the medicines or produce serious adverse effects. In the laboratory, RFID readers were strategically placed in a novel intelligent medicine case and around the kitchen. The readers recognized RFID tags affixed on objects such as medicines, foods, beverages, and drinking vessels. A wireless device with flow sensors was also placed in the kitchen unit to measure tap water consumption. Our experiments confirmed that based on the proposed algorithm, the system was able to recognize the presence of objects and usage of tap water, and to detect a typical contraindicated coadministration of a medication with a particular food product. The results indicate the potential of the system to directly alert caregivers by using the intelligent medicine case, in order to prevent inappropriate medication administration.
机译:近来,由于人口老龄化,每天服用药物的老年人数量一直在增加。由于老年人往往会出现认知能力下降,因此有些人可能难以遵守他们的药物治疗方案。因此,我们提出了一种新的基于模糊的推理算法,通过为护理人员提供远程监控功能来帮助他们。在这项研究中,我们开发了一个带有射频识别(RFID)读取器的智能生活环境,以检测某人何时不适当地自行服用含餐或饮酒的药物,禁止联合服用,这会降低药物的有益作用或产生严重的不良后果。效果。在实验室中,策略性地将RFID阅读器放在新颖的智能药品盒中和厨房周围。读者可以识别粘贴在药品,食品,饮料和饮水器等物体上的RFID标签。带流量传感器的无线设备也被放置在厨房单元中,以测量自来水的消耗量。我们的实验证实,基于所提出的算法,该系统能够识别物体的存在和自来水的使用,并能够检测药物与特定食品的典型禁忌联合用药。结果表明,该系统有可能通过使用智能药品盒直接警告护理人员,以防止不当用药。

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