Cargando…
Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration
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 investig...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Shiraz University of Medical Sciences
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6943840/ https://www.ncbi.nlm.nih.gov/pubmed/32039102 http://dx.doi.org/10.31661/jbpe.v0i0.400 |
_version_ | 1783484959091064832 |
---|---|
author | Azarnoosh, M. Doostdar, H. |
author_facet | Azarnoosh, M. Doostdar, H. |
author_sort | Azarnoosh, M. |
collection | PubMed |
description | 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 |
format | Online Article Text |
id | pubmed-6943840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Shiraz University of Medical Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-69438402020-02-07 Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration Azarnoosh, M. Doostdar, H. J Biomed Phys Eng Original Article 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 Shiraz University of Medical Sciences 2019-12-01 /pmc/articles/PMC6943840/ /pubmed/32039102 http://dx.doi.org/10.31661/jbpe.v0i0.400 Text en Copyright: © Shiraz University of Medical Sciences http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Azarnoosh, M. Doostdar, H. Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration |
title | Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration |
title_full | Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration |
title_fullStr | Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration |
title_full_unstemmed | Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration |
title_short | Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration |
title_sort | assessment of photoplethysmography method in extraction of hemoglobin concentration |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6943840/ https://www.ncbi.nlm.nih.gov/pubmed/32039102 http://dx.doi.org/10.31661/jbpe.v0i0.400 |
work_keys_str_mv | AT azarnooshm assessmentofphotoplethysmographymethodinextractionofhemoglobinconcentration AT doostdarh assessmentofphotoplethysmographymethodinextractionofhemoglobinconcentration |