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首页> 外文期刊>Journal of NeuroEngineering Rehabilitation >Novel algorithm for a smartphone-based 6-minute walk test application: algorithm, application development, and evaluation
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Novel algorithm for a smartphone-based 6-minute walk test application: algorithm, application development, and evaluation

机译:基于智能手机的6分钟步行测试应用程序的小说算法:算法,应用程序开发和评估

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Background The 6-minute walk test (6MWT: the maximum distance walked in 6 minutes) is used by rehabilitation professionals as a measure of exercise capacity. Today’s smartphones contain hardware that can be used for wearable sensor applications and mobile data analysis. A smartphone application can run the 6MWT and provide typically unavailable biomechanical information about how the person moves during the test. Methods A new algorithm for a calibration-free 6MWT smartphone application was developed that uses the test’s inherent conditions and smartphone accelerometer-gyroscope data to report the total distance walked, step timing, gait symmetry, and walking changes over time. This information is not available with a standard 6MWT and could help with clinical decision-making. The 6MWT application was evaluated with 15 able-bodied participants. A BlackBerry Z10 smartphone was worn on a belt at the mid lower back. Audio from the phone instructed the person to start and stop walking. Digital video was independently recorded during the trial as a gold-standard comparator. Results The average difference between smartphone and gold standard foot strike timing was 0.014?±?0.015 s. The total distance calculated by the application was within 1 m of the measured distance for all but one participant, which was more accurate than other smartphone-based studies. Conclusions These results demonstrated that clinically relevant 6MWT results can be achieved with typical smartphone hardware and a novel algorithm.
机译:背景技术康复专业人员使用6分钟的步行(6mWt:6分钟内距离6分钟)作为运动能力的衡量标准使用。今天的智能手机包含可用于可穿戴传感器应用和移动数据分析的硬件。智能手机应用程序可以运行6MWT并提供通常不可用的生物力学信息,了解在测试期间如何移动。方法采用新的校准6MWT智能手机应用程序的新算法,使用测试的固有条件和智能手机加速度计 - 陀螺数据报告总距离,即时时间,步态对称性和随着时间的步行变化。该信息不适用于标准的6MWT,可以帮助临床决策。 6MWT应用程序评估了15名能够拥有的参与者。黑莓Z10智能手机在下部后面的腰带上佩戴。来自手机的音频指示该人开始和停止走路。数字视频在试验期间独立录制为金标准比较器。结果智能手机与黄金标准脚击时的平均差异为0.014?±0.015秒。除了一个参与者之外,应用程序计算的总距离在测量距离内,除了一个基于智能手机的研究更准确。结论这些结果表明,可以通过典型的智能手机硬件和新算法实现临床相关的6MWT结果。

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