Cargando…
Two-Step Pseudomaximum Amplitude-Based Confidence Interval Estimation for Oscillometric Blood Pressure Measurements
Blood pressure (BP) is an important vital sign to determine the health of an individual. Although the estimation of average arterial blood pressure using oscillometric methods is possible, there are no established methods for obtaining confidence intervals (CIs) for systolic blood pressure (SBP) and...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609396/ https://www.ncbi.nlm.nih.gov/pubmed/26504847 http://dx.doi.org/10.1155/2015/920206 |
_version_ | 1782395804704571392 |
---|---|
author | Lee, Soojeong Jeon, Gwanggil Kang, Seokhoon |
author_facet | Lee, Soojeong Jeon, Gwanggil Kang, Seokhoon |
author_sort | Lee, Soojeong |
collection | PubMed |
description | Blood pressure (BP) is an important vital sign to determine the health of an individual. Although the estimation of average arterial blood pressure using oscillometric methods is possible, there are no established methods for obtaining confidence intervals (CIs) for systolic blood pressure (SBP) and diastolic blood pressure (DBP). In this paper, we propose a two-step pseudomaximum amplitude (TSPMA) as a novel approach to obtain improved CIs of SBP and DBP using a double bootstrap approach. The weighted median (WM) filter is employed to reduce impulsive and Gaussian noises in the step of preprocessing. Application of the proposed method provides tighter CIs and smaller standard deviation of CIs than the pseudomaximum amplitude-envelope and maximum amplitude algorithms with Student's t-method. |
format | Online Article Text |
id | pubmed-4609396 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-46093962015-10-26 Two-Step Pseudomaximum Amplitude-Based Confidence Interval Estimation for Oscillometric Blood Pressure Measurements Lee, Soojeong Jeon, Gwanggil Kang, Seokhoon Biomed Res Int Research Article Blood pressure (BP) is an important vital sign to determine the health of an individual. Although the estimation of average arterial blood pressure using oscillometric methods is possible, there are no established methods for obtaining confidence intervals (CIs) for systolic blood pressure (SBP) and diastolic blood pressure (DBP). In this paper, we propose a two-step pseudomaximum amplitude (TSPMA) as a novel approach to obtain improved CIs of SBP and DBP using a double bootstrap approach. The weighted median (WM) filter is employed to reduce impulsive and Gaussian noises in the step of preprocessing. Application of the proposed method provides tighter CIs and smaller standard deviation of CIs than the pseudomaximum amplitude-envelope and maximum amplitude algorithms with Student's t-method. Hindawi Publishing Corporation 2015 2015-10-04 /pmc/articles/PMC4609396/ /pubmed/26504847 http://dx.doi.org/10.1155/2015/920206 Text en Copyright © 2015 Soojeong Lee et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Lee, Soojeong Jeon, Gwanggil Kang, Seokhoon Two-Step Pseudomaximum Amplitude-Based Confidence Interval Estimation for Oscillometric Blood Pressure Measurements |
title | Two-Step Pseudomaximum Amplitude-Based Confidence Interval Estimation for Oscillometric Blood Pressure Measurements |
title_full | Two-Step Pseudomaximum Amplitude-Based Confidence Interval Estimation for Oscillometric Blood Pressure Measurements |
title_fullStr | Two-Step Pseudomaximum Amplitude-Based Confidence Interval Estimation for Oscillometric Blood Pressure Measurements |
title_full_unstemmed | Two-Step Pseudomaximum Amplitude-Based Confidence Interval Estimation for Oscillometric Blood Pressure Measurements |
title_short | Two-Step Pseudomaximum Amplitude-Based Confidence Interval Estimation for Oscillometric Blood Pressure Measurements |
title_sort | two-step pseudomaximum amplitude-based confidence interval estimation for oscillometric blood pressure measurements |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609396/ https://www.ncbi.nlm.nih.gov/pubmed/26504847 http://dx.doi.org/10.1155/2015/920206 |
work_keys_str_mv | AT leesoojeong twosteppseudomaximumamplitudebasedconfidenceintervalestimationforoscillometricbloodpressuremeasurements AT jeongwanggil twosteppseudomaximumamplitudebasedconfidenceintervalestimationforoscillometricbloodpressuremeasurements AT kangseokhoon twosteppseudomaximumamplitudebasedconfidenceintervalestimationforoscillometricbloodpressuremeasurements |