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A Feasibility Study for Measuring Accurate Chest Compression Depth and Rate on Soft Surfaces Using Two Accelerometers and Spectral Analysis

机译:使用两个加速度计和光谱分析在软表面上精确测量胸部按压深度和速率的可行性研究

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摘要

Background. Cardiopulmonary resuscitation (CPR) feedback devices are being increasingly used. However, current accelerometer-based devices overestimate chest displacement when CPR is performed on soft surfaces, which may lead to insufficient compression depth. Aim. To assess the performance of a new algorithm for measuring compression depth and rate based on two accelerometers in a simulated resuscitation scenario. Materials and Methods. Compressions were provided to a manikin on two mattresses, foam and sprung, with and without a backboard. One accelerometer was placed on the chest and the second at the manikin's back. Chest displacement and mattress displacement were calculated from the spectral analysis of the corresponding acceleration every 2 seconds and subtracted to compute the actual sternal-spinal displacement. Compression rate was obtained from the chest acceleration. Results. Median unsigned error in depth was 2.1 mm (4.4%). Error was 2.4 mm in the foam and 1.7 mm in the sprung mattress (p < 0.001). Error was 3.1/2.0 mm and 1.8/1.6 mm with/without backboard for foam and sprung, respectively (p < 0.001). Median error in rate was 0.9 cpm (1.0%), with no significant differences between test conditions. Conclusion. The system provided accurate feedback on chest compression depth and rate on soft surfaces. Our solution compensated mattress displacement, avoiding overestimation of compression depth when CPR is performed on soft surfaces.
机译:背景。心肺复苏(CPR)反馈设备正越来越多地被使用。但是,当前的基于加速度计的设备在软表面上执行CPR时会高估胸部移位,这可能导致压缩深度不足。目标。评估在模拟复苏情况下基于两个加速度计的用于测量压缩深度和压缩率的新算法的性能。材料和方法。人体模型被压缩在两个床垫上,泡沫床垫和弹簧床垫,带或不带背板。一个加速度计放在胸部,第二个放在人体模型的背部。每2秒从相应加速度的频谱分析中计算出胸部位移和床垫位移,然后将其减去以计算出实际的胸骨-脊柱位移。从胸部加速度获得压缩率。结果。深度的中值无符号误差为2.1mm(4.4%)。泡沫塑料的误差为2.4mm,弹簧床垫的误差为1.7mm(p <0.001)。带有/不带有背板的泡沫和弹簧的误差分别为3.1 / 2.0mm和1.8 / 1.6mm(p <0.001)。速率中位数误差为0.9 cpm(1.0%),测试条件之间无显着差异。结论。该系统提供了有关软表面上胸部按压深度和速率的准确反馈。我们的解决方案补偿了床垫的位移,避免了在软表面上执行CPR时过高估计压缩深度。

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