1.Design for remote monitoring and early warning system of ventilators
Guifu XIONG ; Yunlin LYU ; Weiwei SHU ; Zhiyong LI
China Medical Equipment 2025;22(9):158-162
Objective:To design a remote monitoring and early warning system of ventilators,so as to adapt to data collection for different types of ventilators,and achieve early warning for abnormal status in operation data of ventilators.Methods:A three-layer structure,which used information gateway of Internet of Things(IoTs)with multi communication standard as the core,and integrated with multiple interfaces,was adopted to construct a remote monitoring and early warning system of ventilators.Boolean function was used to determine strings of incorrect data,and extract respiratory information.Using incremental isolated forest algorithm processed ventilators'operation data for realizing anomaly detection.And then,the detection results were presented through a display module,so as to conduct early warning for existing abnormal situations.Results:The remote monitoring and early warning system of ventilator had an accuracy rate of monitoring over 98.0%for abnormity of different types of ventilators,which timely warning rate was over 98.5%.Conclusion:The designed remote monitoring and early warning system of ventilator can provide clear results of remote monitoring and early warning of ventilator,which can timely find abnormal status,and effectively improve management efficiency for ventilator,and promote the intelligent development of medical treatment.
2.Design for remote monitoring and early warning system of ventilators
Guifu XIONG ; Yunlin LYU ; Weiwei SHU ; Zhiyong LI
China Medical Equipment 2025;22(9):158-162
Objective:To design a remote monitoring and early warning system of ventilators,so as to adapt to data collection for different types of ventilators,and achieve early warning for abnormal status in operation data of ventilators.Methods:A three-layer structure,which used information gateway of Internet of Things(IoTs)with multi communication standard as the core,and integrated with multiple interfaces,was adopted to construct a remote monitoring and early warning system of ventilators.Boolean function was used to determine strings of incorrect data,and extract respiratory information.Using incremental isolated forest algorithm processed ventilators'operation data for realizing anomaly detection.And then,the detection results were presented through a display module,so as to conduct early warning for existing abnormal situations.Results:The remote monitoring and early warning system of ventilator had an accuracy rate of monitoring over 98.0%for abnormity of different types of ventilators,which timely warning rate was over 98.5%.Conclusion:The designed remote monitoring and early warning system of ventilator can provide clear results of remote monitoring and early warning of ventilator,which can timely find abnormal status,and effectively improve management efficiency for ventilator,and promote the intelligent development of medical treatment.
3.The impact of mild hypothermia on coagulation and cerebral microcirculation after cardiopulmonary resuscitation in rabbits
Hongyan WEI ; Chunlin HU ; Xin LI ; Jie WEN ; Hong ZHAN ; Xiaoli JING ; Yan XIONG ; Guifu WU ; Xiaoxing LIAO
Chinese Journal of Emergency Medicine 2011;20(3):259-263
Objective To study the effects of mild hypothermia (MH) on blood coagulation and cerebral microcirculation in rabbits after cardiopulmonary resuscitation (CPR). Method A total of 24 New Zealand rabbits were randomly (random number) divided equally into normothermic group (NT) and MH group. CPR model was established by ventricular fibrillation induced by using alternating current. The rabbits of NT group were observed for 12 h in room temperature after restoration of spontaneous circulation (ROSC). The mild hypothermia was induced in the rabbits of group MH by surface cooling after ROSC, and maintained for 12 h after the aimed low temperature reached. The PT (prothrombin time), APTT (activated partial thromboplastin time), INR (international normalized ratio of prothrombin), D-dimmer (DD) , blood platelet count (BPC) , anti-thrombin Ⅲ activity (AT-Ⅲ) and protein C activity (PC) were measured before CPR and 4 h, 8 h and 12 h after ROSC, and at the same time the cerebral microcirculation was measured by using PERIMED Multichannel Laser Doppler system. One-way ANOVA or Mann-Whitney rank was used to determine the statistical significance between two groups. LSD-t test was used for multiple comparisons,t test for comparisons of means between two independent samples, and Pearson correlation test for correlation analysis. Results The PT, APTT and INR showed a trend of gradually shortening during the course. The APTT in 12 h after ROSC was significantly shorter than that before CPR (23.32 ±5.19 vs. 29.53 ±5.10,P = 0.025), and the activity of AT- Ⅲ and PC were decreased significantly. Compared with the group NT,the PT, APTT and INR in group MH were increased significantly, while there were no differences in the activity of AT- Ⅲ, PC and D-D between two groups. The rates of cerebral microcirculation in group NT before CPR and 4 h, 8 h and 12 h after ROSC were 401.60 ± 11.76 mL/min, 258.86 ± 34. 58 mL/min,317.59 ± 23.36 mL/min and 371.98 ± 5.79 mL/min, respectively, and those in group MT were 398.18 ±12.91 mL/min, 336.19 ± 19.27 mL/min, 347.76 ± 13.80 mL/min and 383.78 ± 3.29 mL/min, respectively. There were significant differences between two groups at each interval after ROSC (4 h: t = - 6.025,df=16, P=0.000;8 h: t= -2.942, df=12, P=0.012;12 h: t= -3.959, df=8, P=0.004). The Pearson correlation test showed that the rate of cerebral microcirculation was positive correlated with APTT after ROSC (4 h:R =0.503,P=0.033;8 h:R=0. 565,P=0. 035;12 h:R=0. 774,P=0. 009), and was not correlated with the other blood coagulants. Conclusions The mild hypothermia led to the inhibition of blood coagulation and improved the cerebral microcirculation concomitantly, which may be one of the mechanism of cerebral protection.
4.Ventricular fibrillation-induced cardiac arrest model in rabbits
Chunlin HU ; Hongyan WEI ; Xiaoxing LIAO ; Xing LI ; Yujie LI ; Hong ZHAN ; Xiaoli JING ; Yan XIONG ; Guifu WU
Chinese Journal of Emergency Medicine 2009;18(9):943-947
Objective To establish a simple,easily-producible and practical cardiopulmonary cerebral resuscitation model in rabbits.Method Cardiac ventricular fibrillation was induced in 27 New Zealand rabbits by alternating electric current.The rabbits were randomly divided into three groups according to the duration of untreated cardiac arrest(CA):CA-8 min group(n = 9),CA-5 min group(n = 9)and CA-3 min group(n = 9).All animals received cardiopulmonary resuscitation(CPR)until return of spontaneous circulation(ROSC).The sample of vein blood was collected for the measurement troponin I level at 4 hours after ROSC.The animals were sacrificed at 72 hours after ROSC,hippocampus were removed and fixed in 3%formalin,and coronal sections were analyzed by TUNEL staining and N1SSLE staining.The other two animals without ventricular fibrillation or CPR served as sham-operated group.One-way ANOVA or Mann-Whitney rank was used to determine the statistical significance among the three groups.R×C test was used for ROSC,LSD test for multiple comparisons,and t test for comparisons of means between two independent samples.A two-tailed value of P<0.05 was considered statistically significant.Results There were no differences in rate of ROSC among groups.No animals survived until 72 hours after ROSC in CA-8 min group and CA-5 min group,while three animals in CA-3 min group survived.In group CA-8 min,CA-5 min and CA-3 min,the survival time of animals after ROSC were(1.67 ± 2.55)h,(37.78 ± 30.27)h,(12.0 ± 14.97)h,respectively.There were significant differences in the survival time of animals after ROSC and troponin I level after ROSC 4 h between CA-3 min group and the other two groups(P<0.05).Compared with animals in CA-3 min group,sham-operated animals(n = 2)did not have neuronal degeneration or TUNEL positive cells in the hippocampus CA1 area.Conclusions CPR initiated as soon as 3 min after CA can give longer survival tome to the rabbits.The rabbits have neuronal degeneration and apoptosis in the hippocampus CA1 area at 72 hours after ROSC.It may be an ideal animal model for investigation on CPCR.
5.Effects of long-term enhanced external counterpulsation on endothelium-dependent and endothelium-independent vasorelaxation of the carotid arteries in atherosclerotic pigs
Yan XIONG ; Xiaoxing LIAO ; Jingyun LUO ; Guowei CHEN ; Xiaohong HE ; Qiang XIE ; Dianqiu FANG ; Hong MA ; Kuijian WANG ; Zhensheng ZHENG ; Guifu WU
Chinese Journal of Emergency Medicine 2008;17(5):469-474
Objective To explore the effect of long-term enhanced external counterpulsation(EECP)on endothelium-dependent and endothelium-independent vasorelaxation in the carotid arteries of atherosclerotic piss. Method Totally 18 20-day-old male infant pigs were randomly divided into 3 groups according to feeding given: the normal[control group(n=6),the hypercholesterolemic control group(n=6)and the hypereholesterolemic +EECP group(n=6).Porcine model of hypercholesterolemia was made by feeding high-cholesterol diet.After EECP for 36 hours in the hypercholesterolemic+EECP group(n=6),carotid arterial rings were harvested from all animals and their vaso-relaxation response to different dose of Acetylchofine(Ach)and Sodium nitroprusside (SNP)were detected,respectively.Results As the dose of Ach varying between 10-8 mol/L and 10-5mol/L, endothelium-dependent vasorelaxation ratio of hypereholesterolemic piss with or without EECP treatment was significantly lower than that of the normal control group(P<0.05),however,endothehum-dependent vasorelax- ation ratio in pigs with EECP treatment was obviously higher compared with hypereholesterolemic pigs without EECP treatment(P<0.05)as the Ach ranged from 10-7 mol/L to 10-5mol/L.Similarly,as the concentration of SNP ranged fiun 10-8 mol/L to 10-5 mol/L.endothelium-independent vasorelaxafion ratio of both the hypercholesterolemic control group and the hypercholesterolemic+EECP group were significantly lower than that of the normal control group(P<0.05),and end othelium-independent vasorelaxation ratio of the hypercholesterolemic+EECP group was significantly higher than that of the hypercholesterolemic control group (P<0.05).Condusions Long-term EECP improves the impaired endothelium-dependent and endothelium independent vasorelaxalion function resulting from atherosclerosis.

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