Institute of Medical Equipment, National Biological Protection Engineering Centre, Tianjin, China.
Comput Methods Programs Biomed. 2012 Oct;108(1):288-98. doi: 10.1016/j.cmpb.2012.04.009. Epub 2012 May 14.
The widespread application of chest compression (CC) as a first aid measure inevitably has the potential for both harm and benefit. The present study was therefore undertaken to design an optimal CC closed-loop control strategy (OCCCS) for mechanical CC devices that will present an effective trade-off between the risk of chest injury and the benefit of blood flow during CPR. Additionally, to evaluate the CC performance of the OCCCS, the differences between the OCCCS and the traditional mechanical CC method (TMCM) of performing standard CC were explored.
Using the computer simulation technique, partial pressure of end-tidal CO₂ (PETCO2) and human chest stiffness are simulated based on the Babbs' model in present study. PETCO2 was regarded as a benefit factor (BF), which was divided into 3 levels, while chest stiffness was regarded as a risk factor (RF), which was divided into 4 levels. A benefit versus risk index (BRI) was also constructed for the comprehensive evaluation of risk and benefit. An OCCCS was developed with the combination of the BF, RF, BRI and fuzzy control strategy. A comparison between the OCCCS and TMCM was then performed based on computer simulations.
The OCCCS obtained a greater BRI and a better trade-off between risk and benefit than the TMCM in 6 out of a total 9 cases, and the OCCCS also resulted in a significantly improved cardiac output (CO) and PETCO2 in 6 of the 9 cases. The mean BRI, CO and PETCO2 resulting from the OCCCS were 5.69, 1.45 L/min and 15.51 mmHg, respectively, while the mean BRI, CO and PETCO2 resulting from TMCM were 4.76, 1.18 L/min and 13.26 mmHg, respectively.
The OCCCS can provide safer and more effective CC during cardiopulmonary resuscitation (CPR) compared to the TMCM, and has great potential in the future mechanical CC device development.
胸部按压(CC)作为急救措施的广泛应用不可避免地具有潜在的危害和益处。因此,本研究旨在设计一种用于机械 CC 设备的最优 CC 闭环控制策略(OCCCS),该策略将在 CPR 期间胸部损伤风险和血流益处之间提供有效的权衡。此外,为了评估 OCCCS 的 CC 性能,探索了 OCCCS 与传统机械 CC 方法(TMCM)执行标准 CC 的差异。
本研究使用计算机模拟技术,基于 Babbs 模型模拟呼气末二氧化碳分压(PETCO2)和人体胸部刚性。PETCO2 被视为受益因素(BF),分为 3 个水平,而胸部刚性被视为风险因素(RF),分为 4 个水平。还构建了一个受益与风险指数(BRI),用于综合评估风险和收益。采用 BF、RF、BRI 和模糊控制策略相结合的方法开发了 OCCCS。然后,基于计算机模拟对 OCCCS 与 TMCM 进行了比较。
在总共 9 个案例中的 6 个案例中,OCCCS 获得了比 TMCM 更大的 BRI 和更好的风险与收益权衡,并且在 9 个案例中的 6 个案例中,OCCCS 还导致了显著改善的心输出量(CO)和 PETCO2。OCCCS 产生的平均 BRI、CO 和 PETCO2 分别为 5.69、1.45 L/min 和 15.51 mmHg,而 TMCM 产生的平均 BRI、CO 和 PETCO2 分别为 4.76、1.18 L/min 和 13.26 mmHg。
与 TMCM 相比,OCCCS 可在心肺复苏(CPR)期间提供更安全、更有效的 CC,并且在未来的机械 CC 设备开发中具有很大的潜力。