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...

Descripción completa

Detalles Bibliográficos
Autores principales: Azarnoosh, M., Doostdar, H.
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