Title of article :
Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration
Author/Authors :
Azarnoosh, M Department of Biomedical Engineering - Mashhad Branch Islamic Azad University, Mashhad, Iran , Doostdar, H Department of Biomedical Engineering - Mashhad Branch Islamic Azad University, Mashhad, Iran
Abstract :
Background: The importance of continuous monitoring along with rapid and
accurate notification of changes in blood components such as hemoglobin concentration,
especially in acute situations, encourages researchers to use non-invasive
methods for measuring.
Objective: This study was aimed to investigate the correlation between hemoglobin
concentration and photoplethysmogram (PPG) and the possibility of measuring it
by an optical method.
Material and Methods: In this applied study, a PPG signal was simultaneously
recorded at four different wavelengths for thirty subjects who were referred
to the laboratory for a hemoglobin concentration test. After calibrating the special
recording probe with a standard pulse oximeter system and applying the required
preprocessing on the obtained signals, the peak-to-peak value of PPG signals was
extracted. Finally, the correlation between the peak-to-peak value of the signal at a
certain wavelength and hemoglobin concentration was analyzed using Spearman and
Pearson correlation for determining the process of changes in the data.
Results: The results demonstrated that based on the normal distribution of data at
590 nm wavelength, there is a significantly negative correlation between a function
of the signal peak slope and the hemoglobin concentration, with a Pearson coefficient
of -0.787 (p<0.01). In addition, the investigation of rank correlation indicated
a significantly negative correlation of -0.842 (p<0.01) using Spearman correlation
analysis.
Conclusion: Considering the high correlation between hemoglobin concentration
and PPG signal characteristics, optical methods can be used to develop a rapid,
precise, clean and inexpensive method to measure hemoglobin concentration.
Keywords :
Correlation of Data , Photoplethysmography , Hemoglobinometry , Hematologic Tests
Journal title :
Journal of Biomedical Physics and Engineering