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使用联合时频分析来量化通气对脉搏血氧仪波形的影响。

The use of joint time frequency analysis to quantify the effect of ventilation on the pulse oximeter waveform.

作者信息

Shelley Kirk H, Awad Aymen A, Stout Robert G, Silverman David G

机构信息

Department of Anesthesiology, Yale University, New Haven, CT 06520-8051, USA.

出版信息

J Clin Monit Comput. 2006 Apr;20(2):81-7. doi: 10.1007/s10877-006-9010-7. Epub 2006 Jun 1.

Abstract

OBJECTIVE

In the process of determining oxygen saturation, the pulse oximeter functions as a photoelectric plethysmograph. By analyzing how the frequency spectrum of the pulse oximeter waveform changes over time, new clinically relevant features can be extracted.

METHODS

Thirty patients undergoing general anesthesia for abdominal surgery had their pulse oximeter, airway pressure and CO(2) waveforms collected (50 Hz). The pulse oximeter waveform was analyzed with a short-time Fourier transform using a moving 4096 point Hann window of 82 seconds duration. The frequency signal created by positive pressure ventilation was extracted using a peak detection algorithm in the frequency range of ventilation (0.08-0.4 Hz = 5-24 breaths/minute). The respiratory rate derived in this manner was compared to the respiratory rate as determined by CO(2) detection.

RESULTS

In total, 52 hours of telemetry data were analyzed. The respiratory rate measured from the pulse oximeter waveform was found to have a 0.89 linear correlation when compared to CO(2) detection and airway pressure change. the bias was 0.03 breath/min, SD was 0.557 breath/min and the upper and lower limits of agreement were 1.145 and -1.083 breath/min respectively. The presence of motion artifact proved to be the primary cause of failure of this technique.

CONCLUSION

Joint time frequency analysis of the pulse oximeter waveform can be used to determine the respiratory rate of ventilated patients and to quantify the impact of ventilation on the waveform. In addition, when applied to the pulse oximeter waveform new clinically relevant features were observed.

摘要

目的

在测定血氧饱和度的过程中,脉搏血氧仪起到光电体积描记器的作用。通过分析脉搏血氧仪波形的频谱随时间如何变化,可以提取出新的具有临床相关性的特征。

方法

30例接受腹部手术全身麻醉的患者,收集其脉搏血氧仪、气道压力和二氧化碳波形(50Hz)。使用持续时间为82秒的移动4096点汉宁窗,通过短时傅里叶变换对脉搏血氧仪波形进行分析。在通气频率范围(0.08 - 0.4Hz = 5 - 24次/分钟)内,使用峰值检测算法提取正压通气产生的频率信号。将以这种方式得出的呼吸频率与通过二氧化碳检测确定的呼吸频率进行比较。

结果

总共分析了52小时的遥测数据。发现从脉搏血氧仪波形测得的呼吸频率与二氧化碳检测及气道压力变化相比,线性相关性为0.89。偏差为0.03次/分钟,标准差为0.557次/分钟,一致性的上限和下限分别为1.145和 -1.083次/分钟。运动伪影的存在被证明是该技术失败的主要原因。

结论

对脉搏血氧仪波形进行联合时频分析可用于确定通气患者的呼吸频率,并量化通气对波形的影响。此外,应用于脉搏血氧仪波形时,观察到了新的具有临床相关性的特征。

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