Toward intelligent nursing environment by using wearable sensor system

Toward intelligent nursing environment by using wearable sensor system
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利用可穿戴传感器系统打造智能护理环境

DOI:
10.1109/apbme.2003.1302591
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发表时间:
2003
期刊:
IEEE EMBS Asian-Pacific Conference on Biomedical Engineering, 2003.
影响因子:
--
通讯作者:
H. Iseki
H. Iseki
中科院分区:
--
文献类型:
--
作者:
N. Kuwahara;H. Noma;N. Tetsutani;K. Kogure;N. Hagita;H. Iseki

文献摘要

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不断提供护理的艰苦工作,包括处理紧急情况,经常造成医院的医疗事故。我们已经为医疗护理设计了一个可穿戴式自动事件记录系统的原型,以便在分析此类事故时捕捉不可忽视的事件。我们的系统由可穿戴传感器组成,除了声音之外,还可以记录护士的脚步和姿势倾斜。我们进行了实验,结果表明,我们的传感器可以在不打扰护士工作的情况下记录数据,重建护理历史,包括分析医疗事故时不可忽视的重要事件。在本文中,我们展示了传感器数据分析的结果,比较护士在上午时间和下午时间的数据,以研究她的疲劳对她的运动的影响。同时,讨论了利用传感器系统检测护士疲劳的可能性。
The constant hard work of providing nursing care, including handling emergencies, often causes medical accidents in hospitals. We have prototyped a wearable auto-event-recording system for medical nursing in order to capture the events that cannot be overlooked in analyzing such accidents. Our system consists of wearable sensors that record the footsteps and the posture tilt of the nurse in addition to the voice. We conducted experiments, and the results show that, without disturbing nurses' work, our sensors can record data and reconstruct nursing histories, including the important events that cannot be overlooked for analyzing medical accidents. In this paper, we show the results of sensor data analysis comparing a nurse's data taken in AM hours with those in the PM hours in order to study the effect of her fatigue on her motion. Also, we discuss on the possibility of detecting the nurse's fatigue by using our sensor system.