Objective: The objective is to investigate the incidence and consequences of arterial line occlusion during invasive blood pressure monitoring in the form of questionnaire survey. Methods: The questionnaires were rand...Objective: The objective is to investigate the incidence and consequences of arterial line occlusion during invasive blood pressure monitoring in the form of questionnaire survey. Methods: The questionnaires were randomly distributed to the anesthesiologists who participated the 22<sup>nd</sup> annual meeting of Chinese society of anesthesiology. The main contents of this survey included the arterial line managing status, the incidence of arterial line occlusion, the effects of arterial line occlusion on the anesthesiologists’ therapy and consequences caused by arterial line occlusion. Results: Totally 294 questionnaires were collected, in which 261 questionnaires were valid. In all respondents, 28.3% expressed that they could not flush arterial line on time, and 95.4% had experienced flushing arterial line only or sometimes or occasionally when the arterial waveform was not normal. Furthermore, 93.9% had experienced partial occlusion of the arterial line, and 79.3% had experienced complete occlusion. According to the serious recall of the respondents, the incidence of partial arterial line occlusion was 17.7% ± 22.0%, and the incidence of complete arterial line occlusion was 3.6% ± 8.1%. For all the respondents, 89.7% had experienced suspecting arterial line occlusion while real hypotension occurred, 65.1% had experienced not treating hypotension timely due to this suspicion, and 31% had experienced serious consequences caused by this suspicion. Conclusion: The incidence of arterial line occlusion is high during invasive blood pressure monitoring, which is a threat to the patients’ safety. So, intensive attention should be paid to the arterial line management.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
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: The objective is to investigate the incidence and consequences of arterial line occlusion during invasive blood pressure monitoring in the form of questionnaire survey. Methods: The questionnaires were randomly distributed to the anesthesiologists who participated the 22<sup>nd</sup> annual meeting of Chinese society of anesthesiology. The main contents of this survey included the arterial line managing status, the incidence of arterial line occlusion, the effects of arterial line occlusion on the anesthesiologists’ therapy and consequences caused by arterial line occlusion. Results: Totally 294 questionnaires were collected, in which 261 questionnaires were valid. In all respondents, 28.3% expressed that they could not flush arterial line on time, and 95.4% had experienced flushing arterial line only or sometimes or occasionally when the arterial waveform was not normal. Furthermore, 93.9% had experienced partial occlusion of the arterial line, and 79.3% had experienced complete occlusion. According to the serious recall of the respondents, the incidence of partial arterial line occlusion was 17.7% ± 22.0%, and the incidence of complete arterial line occlusion was 3.6% ± 8.1%. For all the respondents, 89.7% had experienced suspecting arterial line occlusion while real hypotension occurred, 65.1% had experienced not treating hypotension timely due to this suspicion, and 31% had experienced serious consequences caused by this suspicion. Conclusion: The incidence of arterial line occlusion is high during invasive blood pressure monitoring, which is a threat to the patients’ safety. So, intensive attention should be paid to the arterial line management.
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.
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。
