Cargando…
Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates
The heart rate characteristic (HeRO score) is a figure derived from the analysis of premature neonate's electrocardiogram signals, and can be used to detect infection before the onset of clinical symptoms. The United States and Europe accept this diagnostic technique, but we require more tests...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8382031/ https://www.ncbi.nlm.nih.gov/pubmed/34466402 http://dx.doi.org/10.4103/jmss.JMSS_30_20 |
_version_ | 1783741473690222592 |
---|---|
author | Mirnia, Kayvan Heidarzadeh, Mohammad Afjeh, Seyyed Abolfazl Alizadeh, Parinaz Kashan, Abbas Abaei Bordbar, Arash Maghsoudi, Amid |
author_facet | Mirnia, Kayvan Heidarzadeh, Mohammad Afjeh, Seyyed Abolfazl Alizadeh, Parinaz Kashan, Abbas Abaei Bordbar, Arash Maghsoudi, Amid |
author_sort | Mirnia, Kayvan |
collection | PubMed |
description | The heart rate characteristic (HeRO score) is a figure derived from the analysis of premature neonate's electrocardiogram signals, and can be used to detect infection before the onset of clinical symptoms. The United States and Europe accept this diagnostic technique, but we require more tests to prove its efficacy. This method is not accepted in other developed countries so far. The present study aimed to investigate changes in the heart characteristics of two neonates in Akbar Abadi Hospital in Tehran. Experts chose one newborn as a sepsis case, and the other neonate was healthy. The results were analyzed and compared with previous studies. In this research, a group of five neonates was selected randomly from the neonatal intensive care unit, and cardiac leads were attached to them for recording heart rates. We selected two neonates from the five cases, as a case (proven sepsis) and control, to analyze heart rate variability (HRV). Then, we compared the differences in the heart rate of both neonates. Analysis of HRV of these two neonates showed that the pattern of HRV is compatible with reports from US studies. Considering the results of this study, heart rates and their analysis can provide useful indicators for mathematical modeling before the onset of clinical symptoms in newborns. |
format | Online Article Text |
id | pubmed-8382031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-83820312021-08-30 Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates Mirnia, Kayvan Heidarzadeh, Mohammad Afjeh, Seyyed Abolfazl Alizadeh, Parinaz Kashan, Abbas Abaei Bordbar, Arash Maghsoudi, Amid J Med Signals Sens Short Communication The heart rate characteristic (HeRO score) is a figure derived from the analysis of premature neonate's electrocardiogram signals, and can be used to detect infection before the onset of clinical symptoms. The United States and Europe accept this diagnostic technique, but we require more tests to prove its efficacy. This method is not accepted in other developed countries so far. The present study aimed to investigate changes in the heart characteristics of two neonates in Akbar Abadi Hospital in Tehran. Experts chose one newborn as a sepsis case, and the other neonate was healthy. The results were analyzed and compared with previous studies. In this research, a group of five neonates was selected randomly from the neonatal intensive care unit, and cardiac leads were attached to them for recording heart rates. We selected two neonates from the five cases, as a case (proven sepsis) and control, to analyze heart rate variability (HRV). Then, we compared the differences in the heart rate of both neonates. Analysis of HRV of these two neonates showed that the pattern of HRV is compatible with reports from US studies. Considering the results of this study, heart rates and their analysis can provide useful indicators for mathematical modeling before the onset of clinical symptoms in newborns. Wolters Kluwer - Medknow 2021-07-21 /pmc/articles/PMC8382031/ /pubmed/34466402 http://dx.doi.org/10.4103/jmss.JMSS_30_20 Text en Copyright: © 2021 Journal of Medical Signals & Sensors https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Short Communication Mirnia, Kayvan Heidarzadeh, Mohammad Afjeh, Seyyed Abolfazl Alizadeh, Parinaz Kashan, Abbas Abaei Bordbar, Arash Maghsoudi, Amid Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates |
title | Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates |
title_full | Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates |
title_fullStr | Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates |
title_full_unstemmed | Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates |
title_short | Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates |
title_sort | signal processing of heart rate for predicting sepsis in premature neonates |
topic | Short Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8382031/ https://www.ncbi.nlm.nih.gov/pubmed/34466402 http://dx.doi.org/10.4103/jmss.JMSS_30_20 |
work_keys_str_mv | AT mirniakayvan signalprocessingofheartrateforpredictingsepsisinprematureneonates AT heidarzadehmohammad signalprocessingofheartrateforpredictingsepsisinprematureneonates AT afjehseyyedabolfazl signalprocessingofheartrateforpredictingsepsisinprematureneonates AT alizadehparinaz signalprocessingofheartrateforpredictingsepsisinprematureneonates AT kashanabbasabaei signalprocessingofheartrateforpredictingsepsisinprematureneonates AT bordbararash signalprocessingofheartrateforpredictingsepsisinprematureneonates AT maghsoudiamid signalprocessingofheartrateforpredictingsepsisinprematureneonates |