Title :
Evaluation of monitoring cardiac output by long time interval analysis of a radial arterial blood pressure waveform using the MIMIC II database
Author :
Zhang, Guanqun ; Mukkamala, Ramakrishna
Author_Institution :
Dept. of Electr. & Comput. Eng., Michigan State Univ., East Lansing, MI, USA
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
We recently proposed a technique to estimate relative cardiac output (CO) change by unique long time interval analysis (LTIA) of a radial arterial blood pressure waveform. Here, we evaluated the technique in 169 critically ill patients, while comparing it to previous “pulse contour analysis” techniques, using the public MIMIC II database. The LTIA technique achieved an overall calibrated CO error of 18.8% against reference (single determination) thermodilution measurements. This level of accuracy was not better than the previous techniques. However, the average absolute thermodilution CO change in each patient was only 12.3%. As the absolute CO change increased, the LTIA technique became increasingly more accurate than the previous techniques.
Keywords :
blood pressure measurement; blood vessels; cardiology; patient monitoring; LTIA technique; cardiac output monitoring; long time interval analysis; public MIMIC II database; radial arterial blood pressure waveform; thermodilution measurements; Accuracy; Arterial blood pressure; Biomedical monitoring; Blood pressure; Databases; MIMICs; Monitoring; Blood Pressure; Cardiac Output; Databases, Factual; Humans; Monitoring, Physiologic; Radial Artery; Time Factors; Wavelet Analysis;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626282