A smartwatch-based medication adherence system
A smartwatch-based medication adherence system
复制标题
基于智能手表的药物依从性系统
DOI：
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复制
发表时间：
2015
期刊：
影响因子：
--
通讯作者：
M. Sarrafzadeh
中科院分区：
文献类型：
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作者：
H. Kalantarian;N. Alshurafa;Ebrahim Nemati;Tuan Le;M. Sarrafzadeh
对处方药的依从性差可能会影响治疗效果，并花费数十亿美元的不必要的医疗费用。虽然已经提出了各种干预措施来估计依从率，但很少有人被证明是有效的。数字系统能够在没有大量用户参与的情况下估计依从性，并且与手动方法相比，可以潜在地提供更高的准确性和更低的用户负担。在本文中，我们提出了一种基于智能手表的系统，用于检测遵守处方药的基础上，使用内置的三轴加速度计和陀螺仪的几个运动的识别。所提出的技术的有效性是通过对药物摄入习惯的调查和运动分类的实验结果来证实的。
Poor adherence to prescription medication can compromise treatment effectiveness and cost the billions of dollars in unnecessary health care expenses. Though various interventions have been proposed for estimating adherence rates, few have been shown to be effective. Digital systems are capable of estimating adherence without extensive user involvement and can potentially provide higher accuracy with lower user burden than manual methods. In this paper, we propose a smartwatch-based system for detecting adherence to prescription medication based the identification of several motions using the built-in tri-axial accelerometers and gyroscopes. The efficacy of the proposed technique is confirmed through a survey of medication ingestion habits and experimental results on movement classification.
DOI：
10.1331/japha.2013.12202
发表时间：
2013-03
期刊：
Journal of the American Pharmacists Association : JAPhA
影响因子：
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作者：
Dayer L;Heldenbrand S;Anderson P;Gubbins PO;Martin BC
通讯作者：
Martin BC