Objective:To explore the effect of continuous non-invasive blood pressure monitoring on intraoperative hemodynamics and postoperative myocardial injury in craniotomy.Methods:120 cases of elective craniotomy were divid...Objective:To explore the effect of continuous non-invasive blood pressure monitoring on intraoperative hemodynamics and postoperative myocardial injury in craniotomy.Methods:120 cases of elective craniotomy were divided into the self-control group(continuous non-invasive blood pressure monitoring and intermittent cuff non-invasive blood pressure monitoring,CNAP group)and propensity score matching group(only intermittent cuff non-invasive blood pressure measurement in previous craniotomy,PSM group);Goal-directed hemodynamic management in CNAP group included heart rate(HR),blood pressure(BP),stroke volume(SV),stroke variability(SVV),and systemic vascular resistance index(SVRI).The main index is to compare the troponin level within 72 hours after operation between the CNAP group and the PSM group;The secondary indicators are the comparison of the hemodynamic conditions between the CNAP group and the PSM at 10 specific time points.Results:The incidence of postoperative myocardial injury in the CNAP group was significantly lower than that in the PSM group(12%vs.30%,P=0.01);in the CNAP group hypotensive episodes(6 vs.3,P=0.01),positive balance of fluid therapy(700 vs.500 mL,P<0.001),more use of vasoactive drugs(29 vs.18,P=0.04),more stable hemodynamics medical status(P=0.03)were recorded.Conclusion:The hemodynamic management strategy based on continuous non-invasive blood pressure monitoring can reduce the incidence of myocardial injury after elective craniotomy and maintain a more stable hemodynamic state.展开更多
BACKGROUND:Blood pressure(BP)monitoring is essential for patient care.Invasive arterial BP(IABP)is more accurate than non-invasive BP(NIBP),although the clinical signifi cance of this diff erence is unknown.We hypothe...BACKGROUND:Blood pressure(BP)monitoring is essential for patient care.Invasive arterial BP(IABP)is more accurate than non-invasive BP(NIBP),although the clinical signifi cance of this diff erence is unknown.We hypothesized that IABP would result in a change of management(COM)among patients with non-hypertensive diseases in the acute phase of resuscitation.METHODS:This prospective study included adults admitted to the Critical Care Resuscitation Unit(CCRU)with non-hypertensive disease from February 1,2019,to May 31,2021.Management plans to maintain a mean arterial pressure>65 mmHg(1 mmHg=0.133 kPa)were recorded in real time for both NIBP and IABP measurements.A COM was defined as a discrepancy between IABP and NIBP that resulted in an increase/decrease or addition/discontinuation of a medication/infusion.Classification and regression tree analysis identified significant variables associated with a COM and assigned relative variable importance(RVI)values.RESULTS:Among the 206 patients analyzed,a COM occurred in 94(45.6%[94/206])patients.The most common COM was an increase in current infusion dosages(40 patients,19.4%).Patients receiving norepinephrine at arterial cannulation were more likely to have a COM compared with those without(45[47.9%]vs.32[28.6%],P=0.004).Receiving norepinephrine(relative variable importance[RVI]100%)was the most signifi cant factor associated with a COM.No complications were identifi ed with IABP use.CONCLUSION:A COM occurred in 94(45.6%)non-hypertensive patients in the CCRU.Receiving vasopressors was the greatest factor associated with COM.Clinicians should consider IABP monitoring more often in non-hypertensive patients requiring norepinephrine in the acute resuscitation phase.Further studies are necessary to confi rm the risk-to-benefi t ratios of IABP among these high-risk patients.展开更多
This study proposed a measurement platform for continuous blood pressure estimation based on dual photoplethysmography(PPG)sensors and a deep learning(DL)that can be used for continuous and rapid measurement of blood ...This study proposed a measurement platform for continuous blood pressure estimation based on dual photoplethysmography(PPG)sensors and a deep learning(DL)that can be used for continuous and rapid measurement of blood pressure and analysis of cardiovascular-related indicators.The proposed platform measured the signal changes in PPG and converted them into physiological indicators,such as pulse transit time(PTT),pulse wave velocity(PWV),perfusion index(PI)and heart rate(HR);these indicators were then fed into the DL to calculate blood pressure.The hardware of the experiment comprised 2 PPG components(i.e.,Raspberry Pi 3 Model B and analog-todigital converter[MCP3008]),which were connected using a serial peripheral interface.The DL algorithm converted the stable dual PPG signals acquired from the strictly standardized experimental process into various physiological indicators as input parameters and finally obtained the systolic blood pressure(SBP),diastolic blood pressure(DBP)and mean arterial pressure(MAP).To increase the robustness of the DL model,this study input data of 100 Asian participants into the training database,including those with and without cardiovascular disease,each with a proportion of approximately 50%.The experimental results revealed that the mean absolute error and standard deviation of SBP was 0.17±0.46 mmHg.The mean absolute error and standard deviation of DBP was 0.27±0.52 mmHg.The mean absolute error and standard deviation of MAP was 0.16±0.40 mmHg.展开更多
This paper deals with a stochastic approach based on the principle of the maximum entropy to investigate the effect of the parameter random uncertainties on the arterial pressure. Motivated by a hyperelastic, anisotro...This paper deals with a stochastic approach based on the principle of the maximum entropy to investigate the effect of the parameter random uncertainties on the arterial pressure. Motivated by a hyperelastic, anisotropic, and incompressible constitutive law with fiber families, the uncertain parameters describing the mechanical behavior are considered. Based on the available information, the probability density functions are attributed to every random variable to describe the dispersion of the model parameters. Numerous realizations are carried out, and the corresponding arterial pressure results are compared with the human non-invasive clinical data recorded over a mean cardiac cycle. Furthermore, the Monte Carlo simulations are performed, the convergence of the probabilistic model is proven. The different realizations are useful to define a reliable confidence region, in which the probability to have a realization is equM to 95%. It is shown through the obtained results that the error in the estimation of the arterial pressure can reach 35% when the estimation of the model parameters is subjected to an uncertainty ratio of 5%. Finally, a sensitivity analysis is performed to identify the constitutive law relevant parameters for better understanding and characterization of the arterial wall mechanical behaviors.展开更多
Background Recent research suggested that obstructive sleep apnea syndrome （OSAS） might be independently associated with hypoadiponectinemia, which was linked to some complications of OSAS, such as hypertension, dia...Background Recent research suggested that obstructive sleep apnea syndrome （OSAS） might be independently associated with hypoadiponectinemia, which was linked to some complications of OSAS, such as hypertension, diabetes etc. This study was conducted to investigate the effect of continuous positive airway pressure （CPAP） treatment on changes of both serum adiponectin levels and mean arterial pressure and their possible links in male OSAS patients. Methods Twenty-three adult male patients with moderate-to-severe OSAS but without obesity, coronary heart disease and diabetes were recruited. Their blood samples were collected and morning mean arterial pressure （MAP） was measured before CPAP treatment and on day 3, 7, 14 of CPAP treatment respectively. The serum adiponectin concentration was tested with radioimmunoassay. Results Compared with the serum adiponectin level before CPAP treatment, no significant change was found in OSAS patients on day 3 and day 7 of CPAP treatment （P〉0.05）. It was not until day 14 of CPAP treatment did a significant elevation in serum adiponectin level occur （P〈0.01）. Meanwhile, the MAP showed no statistically significant difference among its levels before CPAP, on day 3 and day 7 of CPAP treatment （P〉0.05）. However, on day 14 of CPAP treatment, a significantly lower MAP than that obtained before treatment was observed （P〈0.05）. Conclusions CPAP treatment can gradually reverse hypoadiponectinemia and reduce MAP in OSAS patients. Hypoadiponectinemia might be involved in the pathogenesis of OSAS-mediated hypertension.展开更多
Objective: Research was conducted to examine benefits to using non-invasive ventilation (NIV) or continuous positive airway pressure (CPAP) early in the treatment of respiratory distress caused by pulmonary edema, chr...Objective: Research was conducted to examine benefits to using non-invasive ventilation (NIV) or continuous positive airway pressure (CPAP) early in the treatment of respiratory distress caused by pulmonary edema, chronic obstructive pulmonary disease (COPD) and asthma. Limitations to successful NIV and CPAP therapy were evaluated to determine how prolonged initiation of treatment may lead to hypoxemia (decreased oxygen in the blood) and hypercapnia (increased carbon dioxide in the blood) resulting in poor outcomes. Method: Reviews of literature from nursing and allied health data bases (CINAHL and ProQuest) with terms pulmonary edema, positive pressure device and non-invasive ventilation from 2010 to 2014 were used. Studies were conducted in the hospital and prehospital settings. Results: The literature search located 7 articles from CINAHL and 25 articles from ProQuest. A total of 6 of these articles were analyzed. Additional sources of data were obtained from Ignatavicius and Workman (2013) Medical-Surgical Nursing Patient-Centered Collaborative Care 7th edition and American Journal of Nursing (02/2013) Volume 113: 2. Conclusion: All of the articles concluded that early initiation of continuous positive airway pressure ventilations in the short-term was beneficial;however, late initiation of therapy required additional interventions. The studies indicated that early use of positive airway pressure in acute respiratory distress improved breath rate, heart rate and blood pressure. The use of positive airway pressure for respiratory distress may decrease the need for endotracheal intubation.展开更多
目的探讨经桡动脉入路脑血管造影中持续动脉压监测在发现导管扭转打结中的作用。方法回顾性分析2017年7月至2019年12月接受经桡动脉入路脑血管造影的116例缺血性脑血管病患者的临床病例资料,其中80例造影过程中接受持续动脉压监测(测压...目的探讨经桡动脉入路脑血管造影中持续动脉压监测在发现导管扭转打结中的作用。方法回顾性分析2017年7月至2019年12月接受经桡动脉入路脑血管造影的116例缺血性脑血管病患者的临床病例资料,其中80例造影过程中接受持续动脉压监测(测压组),另36例作为无测压组。在操作过程中,动脉压力差变小甚至曲线变平提示导管某段发生扭转打结。比较两组患者的性别、年龄、主动脉弓型等基本临床病例信息,手术适应证、透视时间、手术时间,以及造影过程中导管扭转打结发生率。结果两组患者性别、年龄、主动脉弓型、透视时间、手术时间差异均无统计学意义。测压组动脉导管扭转打结发生率低于无测压组(0 vs 8.33%,P=0.047)。结论持续动脉压力监测有助于发现早期桡动脉入路脑血管造影过程中导管扭转打结,进而降低相关并发症的发生,值得推广应用。展开更多
目的直接动脉血压(arterial blood pressure,ABP)连续监测是侵入式的,传统袖带式的间接血压测量法无法实现连续监测。既往利用光学体积描记术(photoplethysmography,PPG)实现了连续无创血压监测,但其为收缩压和舒张压的离散值,而非ABP...目的直接动脉血压(arterial blood pressure,ABP)连续监测是侵入式的,传统袖带式的间接血压测量法无法实现连续监测。既往利用光学体积描记术(photoplethysmography,PPG)实现了连续无创血压监测,但其为收缩压和舒张压的离散值,而非ABP波的连续值,本研究期望基于卷积神经网络-长短期记忆神经网络(CNN-LSTM)利用PPG信号波重建ABP波信号,实现连续无创血压监测。方法构建CNN-LSTM混合神经网络模型,利用重症监护医学信息集(medical information mart for intensive care,MIMIC)中的PPG与ABP波同步记录信号数据,将PPG信号波经预处理降噪、归一化、滑窗分割后输入该模型,重建与之同步对应的ABP波信号。结果使用窗口长度312的CNN-LSTM神经网络时,重建ABP值与实际ABP值间误差最小,平均绝对误差(mean absolute error,MAE)和均方根误差(root mean square error,RMSE)分别为2.79 mmHg和4.24 mmHg,余弦相似度最大,重建ABP值与实际ABP值一致性和相关性情况良好,符合美国医疗器械促进协会(Association for the Advancement of Medical Instrumentation,AAMI)标准。结论CNN-LSTM混合神经网络可利用PPG信号波重建ABP波信号,实现连续无创血压监测。展开更多
文摘Objective:To explore the effect of continuous non-invasive blood pressure monitoring on intraoperative hemodynamics and postoperative myocardial injury in craniotomy.Methods:120 cases of elective craniotomy were divided into the self-control group(continuous non-invasive blood pressure monitoring and intermittent cuff non-invasive blood pressure monitoring,CNAP group)and propensity score matching group(only intermittent cuff non-invasive blood pressure measurement in previous craniotomy,PSM group);Goal-directed hemodynamic management in CNAP group included heart rate(HR),blood pressure(BP),stroke volume(SV),stroke variability(SVV),and systemic vascular resistance index(SVRI).The main index is to compare the troponin level within 72 hours after operation between the CNAP group and the PSM group;The secondary indicators are the comparison of the hemodynamic conditions between the CNAP group and the PSM at 10 specific time points.Results:The incidence of postoperative myocardial injury in the CNAP group was significantly lower than that in the PSM group(12%vs.30%,P=0.01);in the CNAP group hypotensive episodes(6 vs.3,P=0.01),positive balance of fluid therapy(700 vs.500 mL,P<0.001),more use of vasoactive drugs(29 vs.18,P=0.04),more stable hemodynamics medical status(P=0.03)were recorded.Conclusion:The hemodynamic management strategy based on continuous non-invasive blood pressure monitoring can reduce the incidence of myocardial injury after elective craniotomy and maintain a more stable hemodynamic state.
文摘BACKGROUND:Blood pressure(BP)monitoring is essential for patient care.Invasive arterial BP(IABP)is more accurate than non-invasive BP(NIBP),although the clinical signifi cance of this diff erence is unknown.We hypothesized that IABP would result in a change of management(COM)among patients with non-hypertensive diseases in the acute phase of resuscitation.METHODS:This prospective study included adults admitted to the Critical Care Resuscitation Unit(CCRU)with non-hypertensive disease from February 1,2019,to May 31,2021.Management plans to maintain a mean arterial pressure>65 mmHg(1 mmHg=0.133 kPa)were recorded in real time for both NIBP and IABP measurements.A COM was defined as a discrepancy between IABP and NIBP that resulted in an increase/decrease or addition/discontinuation of a medication/infusion.Classification and regression tree analysis identified significant variables associated with a COM and assigned relative variable importance(RVI)values.RESULTS:Among the 206 patients analyzed,a COM occurred in 94(45.6%[94/206])patients.The most common COM was an increase in current infusion dosages(40 patients,19.4%).Patients receiving norepinephrine at arterial cannulation were more likely to have a COM compared with those without(45[47.9%]vs.32[28.6%],P=0.004).Receiving norepinephrine(relative variable importance[RVI]100%)was the most signifi cant factor associated with a COM.No complications were identifi ed with IABP use.CONCLUSION:A COM occurred in 94(45.6%)non-hypertensive patients in the CCRU.Receiving vasopressors was the greatest factor associated with COM.Clinicians should consider IABP monitoring more often in non-hypertensive patients requiring norepinephrine in the acute resuscitation phase.Further studies are necessary to confi rm the risk-to-benefi t ratios of IABP among these high-risk patients.
基金This study was supported in part by the Ministry of Science and Technology MOST 108-2221-E-150-022-MY3 and Taiwan Ocean University.
文摘This study proposed a measurement platform for continuous blood pressure estimation based on dual photoplethysmography(PPG)sensors and a deep learning(DL)that can be used for continuous and rapid measurement of blood pressure and analysis of cardiovascular-related indicators.The proposed platform measured the signal changes in PPG and converted them into physiological indicators,such as pulse transit time(PTT),pulse wave velocity(PWV),perfusion index(PI)and heart rate(HR);these indicators were then fed into the DL to calculate blood pressure.The hardware of the experiment comprised 2 PPG components(i.e.,Raspberry Pi 3 Model B and analog-todigital converter[MCP3008]),which were connected using a serial peripheral interface.The DL algorithm converted the stable dual PPG signals acquired from the strictly standardized experimental process into various physiological indicators as input parameters and finally obtained the systolic blood pressure(SBP),diastolic blood pressure(DBP)and mean arterial pressure(MAP).To increase the robustness of the DL model,this study input data of 100 Asian participants into the training database,including those with and without cardiovascular disease,each with a proportion of approximately 50%.The experimental results revealed that the mean absolute error and standard deviation of SBP was 0.17±0.46 mmHg.The mean absolute error and standard deviation of DBP was 0.27±0.52 mmHg.The mean absolute error and standard deviation of MAP was 0.16±0.40 mmHg.
文摘This paper deals with a stochastic approach based on the principle of the maximum entropy to investigate the effect of the parameter random uncertainties on the arterial pressure. Motivated by a hyperelastic, anisotropic, and incompressible constitutive law with fiber families, the uncertain parameters describing the mechanical behavior are considered. Based on the available information, the probability density functions are attributed to every random variable to describe the dispersion of the model parameters. Numerous realizations are carried out, and the corresponding arterial pressure results are compared with the human non-invasive clinical data recorded over a mean cardiac cycle. Furthermore, the Monte Carlo simulations are performed, the convergence of the probabilistic model is proven. The different realizations are useful to define a reliable confidence region, in which the probability to have a realization is equM to 95%. It is shown through the obtained results that the error in the estimation of the arterial pressure can reach 35% when the estimation of the model parameters is subjected to an uncertainty ratio of 5%. Finally, a sensitivity analysis is performed to identify the constitutive law relevant parameters for better understanding and characterization of the arterial wall mechanical behaviors.
文摘Background Recent research suggested that obstructive sleep apnea syndrome （OSAS） might be independently associated with hypoadiponectinemia, which was linked to some complications of OSAS, such as hypertension, diabetes etc. This study was conducted to investigate the effect of continuous positive airway pressure （CPAP） treatment on changes of both serum adiponectin levels and mean arterial pressure and their possible links in male OSAS patients. Methods Twenty-three adult male patients with moderate-to-severe OSAS but without obesity, coronary heart disease and diabetes were recruited. Their blood samples were collected and morning mean arterial pressure （MAP） was measured before CPAP treatment and on day 3, 7, 14 of CPAP treatment respectively. The serum adiponectin concentration was tested with radioimmunoassay. Results Compared with the serum adiponectin level before CPAP treatment, no significant change was found in OSAS patients on day 3 and day 7 of CPAP treatment （P〉0.05）. It was not until day 14 of CPAP treatment did a significant elevation in serum adiponectin level occur （P〈0.01）. Meanwhile, the MAP showed no statistically significant difference among its levels before CPAP, on day 3 and day 7 of CPAP treatment （P〉0.05）. However, on day 14 of CPAP treatment, a significantly lower MAP than that obtained before treatment was observed （P〈0.05）. Conclusions CPAP treatment can gradually reverse hypoadiponectinemia and reduce MAP in OSAS patients. Hypoadiponectinemia might be involved in the pathogenesis of OSAS-mediated hypertension.
文摘Objective: Research was conducted to examine benefits to using non-invasive ventilation (NIV) or continuous positive airway pressure (CPAP) early in the treatment of respiratory distress caused by pulmonary edema, chronic obstructive pulmonary disease (COPD) and asthma. Limitations to successful NIV and CPAP therapy were evaluated to determine how prolonged initiation of treatment may lead to hypoxemia (decreased oxygen in the blood) and hypercapnia (increased carbon dioxide in the blood) resulting in poor outcomes. Method: Reviews of literature from nursing and allied health data bases (CINAHL and ProQuest) with terms pulmonary edema, positive pressure device and non-invasive ventilation from 2010 to 2014 were used. Studies were conducted in the hospital and prehospital settings. Results: The literature search located 7 articles from CINAHL and 25 articles from ProQuest. A total of 6 of these articles were analyzed. Additional sources of data were obtained from Ignatavicius and Workman (2013) Medical-Surgical Nursing Patient-Centered Collaborative Care 7th edition and American Journal of Nursing (02/2013) Volume 113: 2. Conclusion: All of the articles concluded that early initiation of continuous positive airway pressure ventilations in the short-term was beneficial;however, late initiation of therapy required additional interventions. The studies indicated that early use of positive airway pressure in acute respiratory distress improved breath rate, heart rate and blood pressure. The use of positive airway pressure for respiratory distress may decrease the need for endotracheal intubation.
文摘目的探讨经桡动脉入路脑血管造影中持续动脉压监测在发现导管扭转打结中的作用。方法回顾性分析2017年7月至2019年12月接受经桡动脉入路脑血管造影的116例缺血性脑血管病患者的临床病例资料,其中80例造影过程中接受持续动脉压监测(测压组),另36例作为无测压组。在操作过程中,动脉压力差变小甚至曲线变平提示导管某段发生扭转打结。比较两组患者的性别、年龄、主动脉弓型等基本临床病例信息,手术适应证、透视时间、手术时间,以及造影过程中导管扭转打结发生率。结果两组患者性别、年龄、主动脉弓型、透视时间、手术时间差异均无统计学意义。测压组动脉导管扭转打结发生率低于无测压组(0 vs 8.33%,P=0.047)。结论持续动脉压力监测有助于发现早期桡动脉入路脑血管造影过程中导管扭转打结,进而降低相关并发症的发生,值得推广应用。
文摘目的直接动脉血压(arterial blood pressure,ABP)连续监测是侵入式的,传统袖带式的间接血压测量法无法实现连续监测。既往利用光学体积描记术(photoplethysmography,PPG)实现了连续无创血压监测,但其为收缩压和舒张压的离散值,而非ABP波的连续值,本研究期望基于卷积神经网络-长短期记忆神经网络(CNN-LSTM)利用PPG信号波重建ABP波信号,实现连续无创血压监测。方法构建CNN-LSTM混合神经网络模型,利用重症监护医学信息集(medical information mart for intensive care,MIMIC)中的PPG与ABP波同步记录信号数据,将PPG信号波经预处理降噪、归一化、滑窗分割后输入该模型,重建与之同步对应的ABP波信号。结果使用窗口长度312的CNN-LSTM神经网络时,重建ABP值与实际ABP值间误差最小,平均绝对误差(mean absolute error,MAE)和均方根误差(root mean square error,RMSE)分别为2.79 mmHg和4.24 mmHg,余弦相似度最大,重建ABP值与实际ABP值一致性和相关性情况良好,符合美国医疗器械促进协会(Association for the Advancement of Medical Instrumentation,AAMI)标准。结论CNN-LSTM混合神经网络可利用PPG信号波重建ABP波信号,实现连续无创血压监测。
