Multi-Gaussian fitting for the assessment of left ventricular ejection time from the Photoplethysmogram
- 1 August 2012
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- Vol. 2012 (1094687X) , 3951-3954
Abstract
The Left ventricular ejection time (LVET) is one of the primary surrogates of the left ventricular contractility and stroke volume. Its continuous monitoring is considered to be a valuable hypovolumia prognostic parameter and an important risk predictor in cardiovascular diseases such as cardiac and light chain amyloidosis. In this paper, we present a novel methodology for the assessment of LVET based the Photoplethysmographic (PPG) waveform. We propose the use of Gaussian functions to model both systolic and diastolic phases of the PPG beat and consequently determine the onset and offset of the systolic ejection from the analysis of the systolic phase 3 rd derivative. The results achieved by the proposed methodology were compared with the algorithm proposed by Chan et al. [1], revealing better estimation of LVET (15.84 ± 13.56 ms vs 23.01 ± 14.60 ms), and similar correlation with the echocardiographic reference (0.73 vs 0.75).Keywords
This publication has 13 references indexed in Scilit:
- Assessing PEP and LVET from heart sounds: Algorithms and evaluation2009
- Finger and ear photoplethysmogram waveform analysis by fitting with GaussiansMedical & Biological Engineering & Computing, 2008
- Automatic detection of left ventricular ejection time from a finger photoplethysmographic pulse oximetry waveform: comparison with Doppler aortic measurementPhysiological Measurement, 2007
- Decrease in Left Ventricular Ejection Time on Digital Arterial Waveform during Simulated Hypovolemia in Normal Humans2004
- Determination of age-related increases in large artery stiffness by digital pulse contour analysisClinical Science, 2002
- Mechanical Principles in Arterial DiseaseHypertension, 1995
- Computing a Trust Region StepSIAM Journal on Scientific and Statistical Computing, 1983
- Influence of heart rate increase on uncorrected pre-ejection period/left ventricular ejection time (PEP/LVET) ratio in normal individuals.Heart, 1976
- Ejection Time by Ear Densitogram and Its DerivativeCirculation, 1973
- Systolic Time Intervals in Heart Failure in ManCirculation, 1968