Research on Optimization of Lower Limb Parameters of Cardiopulmonary Resuscitation Simulation Model Based on Genetic Algorithm_Journal of Biomedical Engineering

Authors：

XULin

Department of Computer Science and Engineering, Hanshan Normal University, Chaozhou 521041, China;

Corresponding author：

Keywords：

genetic algorithm; cardiopulmonary resuscitation simulation model; optimization

DOI：

10.7507/1001-5515.20140215

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Sudden cardiac arrest is one of the critical clinical syndromes in emergency situations. A cardiopulmonary resuscitation (CPR) is a necessary curing means for those patients with sudden cardiac arrest. In order to simulate effectively the hemodynamic effects of human under AEI-CPR, which is active compression-decompression CPR coupled with enhanced external counter-pulsation and inspiratory impedance threshold valve, and research physiological parameters of each part of lower limbs in more detail, a CPR simulation model established by Babbs was refined. The part of lower limbs was divided into iliac, thigh and calf, which had 15 physiological parameters. Then, these 15 physiological parameters based on genetic algorithm were optimized, and ideal simulation results were obtained finally.

Citation： XULin. Research on Optimization of Lower Limb Parameters of Cardiopulmonary Resuscitation Simulation Model Based on Genetic Algorithm. Journal of Biomedical Engineering, 2014, 31(5): 1139-1143. doi: 10.7507/1001-5515.20140215 Copy

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10.	BABBS C F. Effects of an impedance threshold valve upon hemodynamics in Standard CPR: studies in a refined computational model [J]. Resuscitation, 2005, 66(3): 335-345.
11.	袁衡新, 郑振声, 蒋水生. 新型双泵复苏术的基础研究:以胸骨按压为主体的双泵复苏术的血流动力学研究 [J]. 急诊医学, 1995, 4(3): 140-144.
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1. 袁衡新,孙俭. 闭胸心肺复苏术的四十年(上篇)[J]. 岭南急诊医学杂志, 2002, 7(3): 318-321.
2. CHANG M W, COFFEEN P, LURIE K G., et al. Active compression-decompression CPR improves vital organ perfusion in a dog model of ventricular fibrillation [J]. Chest, 1994, 106(4): 1250-1259.
3. 尹林, 林时荣, 周丛阳, 等. 不同频率插入式腹部按压心肺复苏对室颤犬血流动力学的影响 [J]. 中华急诊医学杂志, 2006, 15(11): 987-989.
4. HWANG S O, LEE K H , CHO J H, et al. Simultaneous sternothoracic cardiopulmonary resuscitation: a new method of cardiopulmonary resuscitation [J]. Resuscitation, 2001, 48(3): 293-299.
5. SHULTZ J J, COFFEEN P, SWEENEY M, et al. Evaluation of standard and active compression-decompression CPR in an acute human model of ventricular fibrillation [J]. Circulation, 1994, 89(2): 684-693.
6. 金晓烨, 张振平, 张冬惠, 等. IAC-CPR和标准CPR在心脏骤停病人的应用对比研究 [J]. 河南大学学报(医学科学版), 2002, 21(4): 6-8.
7. HALPERIN H. New devices for generating blood flow during cardiopulmonary resuscitation [J]. Curr Opin Crit Care, 2004, 10(3): 188-192.
8. PLAISANCE P, SOLEIL C, LURIE K G, et al. Use of an inspiratory impedance threshold device on a facemask and endotracheal tube to reduce intrathoracic pressures during the decompression phase of active compression-decompression cardiopulmonary resuscitation [J]. Crit Care Med, 2005, 33(5): 990-994.
9. 何庆, 万智, 周亚雄. ACD-CPR初期复苏效果的临床研究 [J]. 中华急诊医学杂志, 2003, 12(1): 51-52.
10. BABBS C F. Effects of an impedance threshold valve upon hemodynamics in Standard CPR: studies in a refined computational model [J]. Resuscitation, 2005, 66(3): 335-345.
11. 袁衡新, 郑振声, 蒋水生. 新型双泵复苏术的基础研究:以胸骨按压为主体的双泵复苏术的血流动力学研究 [J]. 急诊医学, 1995, 4(3): 140-144.
12. 郑筱祥, 戴品忠, 白净, 等. 生理系统仿真建模 [M]. 北京:北京理工大学出版社, 2003: 4-5.
13. WU X M, ZHANG Y R, XU L, et al. The computer model in view of hemodynamic effects of electro ventilation double pump CPR [C]//Proceedings of the Seventh Asian-Pacific Conference on Medical and Biological Engineering. United States: 2008: 562-566.
14. ZHANG Y R, WU X M, XU L, et al. The hemodynamic effects analysis of the new CPR technique-electro ventilation double pump CPR: studies in the computer model [C]//2008 International Conference on Bioinformatics and Biomedical Engineering (ICBBE). United States: 2008: 1761-1764.
15. 马永杰, 云文霞. 遗传算法研究进展 [J]. 计算机应用研究, 2012, (4): 1201-1206.
16. 张敏辉, 赖麟, 孙连海. 基于遗传算法的研究与Matlab代码的实现 [J]. 四川教育学院学报, 2012, (1): 115-117.

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