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Development of a real-time feedback algorithm for chest compression during CPR without assuming full chest decompression

机译:开发一种实时反馈算法以在不进行完全胸部减压的情况下进行CPR期间的胸部按压

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Objectives: To evaluate the performance of a real-time feedback algorithm for chest compression (CC) during cardiopulmonary resuscitation (CPR), which provides accurate estimation of the CC depth based on dual accelerometer signal processing, without assuming full CDC. Also, to explore the influence of incomplete chest decompression (CDC) on the CC depth estimation performance. Methods: The performance of a real-time feedback algorithm for CC during CPR was evaluated by comparison with an offline algorithm using adult CPR manikin CC data obtained under various conditions. Results: The real-time algorithm, using non-causal baselining, delivered comparable CC depth estimation accuracy to the offline algorithm on both soft and hard back support surfaces. In addition, for both algorithms incomplete CDC led to underestimation of the CC depth. Conclusions: CPR feedback systems which utilize an assumption of full CDC may be unreliable especially in long duration CPR events where rescuer fatigue can strongly influence CC quality. In addition, these systems may increase the risk of thoracic and abdominal injury during CPR since rescuers may apply excessive compression forces due to underestimation of the CC depth when incomplete CDC occurs. Hence, there is a strong need for CPR feedback systems to accurately measure CDC in order to improve their clinical effectiveness.
机译:目的:评估心肺复苏(CPR)期间胸外按压(CC)的实时反馈算法的性能,该算法可基于双加速度计信号处理提供CC深度的准确估计,而无需假设完整的CDC。此外,探讨胸腔不完全减压(CDC)对CC深度估计性能的影响。方法:通过使用在各种情况下获得的成人CPR人体模型CC数据与离线算法进行比较,评估了CPR期间CC实时反馈算法的性能。结果:使用非因果基线的实时算法在软和硬背支撑表面上提供的离线深度算法可比的CC深度估计精度。另外,对于两种算法,不完整的CDC都会导致CC深度的低估。结论:假设完全CDC的CPR反馈系统可能不可靠,尤其是在长时间的CPR事件中,其中救援人员的疲劳会严重影响CC质量。此外,这些系统可能会增加CPR期间胸部和腹部受伤的风险,因为当CDC发生不完全时,由于CC深度的低估,救援人员可能会施加过大的压力。因此,迫切需要CPR反馈系统来准确测量CDC,以提高其临床有效性。

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