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Effect of artifacts upon the pressure reactivity index
The pressure reactivity index (PRx) is a parameter for the assessment of cerebrovascular autoregulation, but its calculation is affected by artifacts in the source biosignals—intracranial pressure (ICP) and arterial blood pressure. We sought to describe the most common short-duration artifacts and t...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9448724/ https://www.ncbi.nlm.nih.gov/pubmed/36068281 http://dx.doi.org/10.1038/s41598-022-19101-y |
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author | Rozanek, Martin Skola, Josef Horakova, Lenka Trukhan, Valeriia |
author_facet | Rozanek, Martin Skola, Josef Horakova, Lenka Trukhan, Valeriia |
author_sort | Rozanek, Martin |
collection | PubMed |
description | The pressure reactivity index (PRx) is a parameter for the assessment of cerebrovascular autoregulation, but its calculation is affected by artifacts in the source biosignals—intracranial pressure (ICP) and arterial blood pressure. We sought to describe the most common short-duration artifacts and their effect on the PRx. A retrospective analysis of 935 h of multimodal monitoring data was conducted, and five types of artifacts, characterized by their shape, duration, and amplitude, were identified: rectangular, fast impulse, isoline drift, saw tooth, and constant ICP value. Subsequently, all types of artifacts were mathematically modeled and inserted into undisturbed segments of biosignals. Fast impulse, the most common artifact, did not alter the PRx index significantly when inserted into one or both signals. Artifacts present in one signal exceeded the threshold PRx in less than 5% of samples, except for isoline drift. Compared to that, the shortest rectangular artifact inserted into both signals changed PRx to a value above the set threshold in 55.4% of cases. Our analysis shows that the effect of individual artifacts on the PRx index is variable, depending on their occurrence in one or both signals, duration, and shape. This different effect suggests that potentially not all artifacts need to be removed. |
format | Online Article Text |
id | pubmed-9448724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-94487242022-09-08 Effect of artifacts upon the pressure reactivity index Rozanek, Martin Skola, Josef Horakova, Lenka Trukhan, Valeriia Sci Rep Article The pressure reactivity index (PRx) is a parameter for the assessment of cerebrovascular autoregulation, but its calculation is affected by artifacts in the source biosignals—intracranial pressure (ICP) and arterial blood pressure. We sought to describe the most common short-duration artifacts and their effect on the PRx. A retrospective analysis of 935 h of multimodal monitoring data was conducted, and five types of artifacts, characterized by their shape, duration, and amplitude, were identified: rectangular, fast impulse, isoline drift, saw tooth, and constant ICP value. Subsequently, all types of artifacts were mathematically modeled and inserted into undisturbed segments of biosignals. Fast impulse, the most common artifact, did not alter the PRx index significantly when inserted into one or both signals. Artifacts present in one signal exceeded the threshold PRx in less than 5% of samples, except for isoline drift. Compared to that, the shortest rectangular artifact inserted into both signals changed PRx to a value above the set threshold in 55.4% of cases. Our analysis shows that the effect of individual artifacts on the PRx index is variable, depending on their occurrence in one or both signals, duration, and shape. This different effect suggests that potentially not all artifacts need to be removed. Nature Publishing Group UK 2022-09-06 /pmc/articles/PMC9448724/ /pubmed/36068281 http://dx.doi.org/10.1038/s41598-022-19101-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Rozanek, Martin Skola, Josef Horakova, Lenka Trukhan, Valeriia Effect of artifacts upon the pressure reactivity index |
title | Effect of artifacts upon the pressure reactivity index |
title_full | Effect of artifacts upon the pressure reactivity index |
title_fullStr | Effect of artifacts upon the pressure reactivity index |
title_full_unstemmed | Effect of artifacts upon the pressure reactivity index |
title_short | Effect of artifacts upon the pressure reactivity index |
title_sort | effect of artifacts upon the pressure reactivity index |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9448724/ https://www.ncbi.nlm.nih.gov/pubmed/36068281 http://dx.doi.org/10.1038/s41598-022-19101-y |
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