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Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation

There is an unmet clinical need for a low cost and easy to use wearable devices for continuous cardiovascular health monitoring. A flexible and wearable wristband, based on microelectromechanical sensor (MEMS) elements array was developed to support this need. The performance of the device in cardio...

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Autores principales: Kaisti, Matti, Panula, Tuukka, Leppänen, Joni, Punkkinen, Risto, Jafari Tadi, Mojtaba, Vasankari, Tuija, Jaakkola, Samuli, Kiviniemi, Tuomas, Airaksinen, Juhani, Kostiainen, Pekka, Meriheinä, Ulf, Koivisto, Tero, Pänkäälä, Mikko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6550190/
https://www.ncbi.nlm.nih.gov/pubmed/31304385
http://dx.doi.org/10.1038/s41746-019-0117-x
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author Kaisti, Matti
Panula, Tuukka
Leppänen, Joni
Punkkinen, Risto
Jafari Tadi, Mojtaba
Vasankari, Tuija
Jaakkola, Samuli
Kiviniemi, Tuomas
Airaksinen, Juhani
Kostiainen, Pekka
Meriheinä, Ulf
Koivisto, Tero
Pänkäälä, Mikko
author_facet Kaisti, Matti
Panula, Tuukka
Leppänen, Joni
Punkkinen, Risto
Jafari Tadi, Mojtaba
Vasankari, Tuija
Jaakkola, Samuli
Kiviniemi, Tuomas
Airaksinen, Juhani
Kostiainen, Pekka
Meriheinä, Ulf
Koivisto, Tero
Pänkäälä, Mikko
author_sort Kaisti, Matti
collection PubMed
description There is an unmet clinical need for a low cost and easy to use wearable devices for continuous cardiovascular health monitoring. A flexible and wearable wristband, based on microelectromechanical sensor (MEMS) elements array was developed to support this need. The performance of the device in cardiovascular monitoring was investigated by (i) comparing the arterial pressure waveform recordings to the gold standard, invasive catheter recording (n = 18), (ii) analyzing the ability to detect irregularities of the rhythm (n = 7), and (iii) measuring the heartrate monitoring accuracy (n = 31). Arterial waveforms carry important physiological information and the comparison study revealed that the recordings made with the wearable device and with the gold standard device resulted in almost identical (r = 0.9–0.99) pulse waveforms. The device can measure the heart rhythm and possible irregularities in it. A clustering analysis demonstrates a perfect classification accuracy between atrial fibrillation (AF) and sinus rhythm. The heartrate monitoring study showed near perfect beat-to-beat accuracy (sensitivity = 99.1%, precision = 100%) on healthy subjects. In contrast, beat-to-beat detection from coronary artery disease patients was challenging, but the averaged heartrate was extracted successfully (95% CI: −1.2 to 1.1 bpm). In conclusion, the results indicate that the device could be useful in remote monitoring of cardiovascular diseases and personalized medicine.
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spelling pubmed-65501902019-07-12 Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation Kaisti, Matti Panula, Tuukka Leppänen, Joni Punkkinen, Risto Jafari Tadi, Mojtaba Vasankari, Tuija Jaakkola, Samuli Kiviniemi, Tuomas Airaksinen, Juhani Kostiainen, Pekka Meriheinä, Ulf Koivisto, Tero Pänkäälä, Mikko NPJ Digit Med Article There is an unmet clinical need for a low cost and easy to use wearable devices for continuous cardiovascular health monitoring. A flexible and wearable wristband, based on microelectromechanical sensor (MEMS) elements array was developed to support this need. The performance of the device in cardiovascular monitoring was investigated by (i) comparing the arterial pressure waveform recordings to the gold standard, invasive catheter recording (n = 18), (ii) analyzing the ability to detect irregularities of the rhythm (n = 7), and (iii) measuring the heartrate monitoring accuracy (n = 31). Arterial waveforms carry important physiological information and the comparison study revealed that the recordings made with the wearable device and with the gold standard device resulted in almost identical (r = 0.9–0.99) pulse waveforms. The device can measure the heart rhythm and possible irregularities in it. A clustering analysis demonstrates a perfect classification accuracy between atrial fibrillation (AF) and sinus rhythm. The heartrate monitoring study showed near perfect beat-to-beat accuracy (sensitivity = 99.1%, precision = 100%) on healthy subjects. In contrast, beat-to-beat detection from coronary artery disease patients was challenging, but the averaged heartrate was extracted successfully (95% CI: −1.2 to 1.1 bpm). In conclusion, the results indicate that the device could be useful in remote monitoring of cardiovascular diseases and personalized medicine. Nature Publishing Group UK 2019-05-14 /pmc/articles/PMC6550190/ /pubmed/31304385 http://dx.doi.org/10.1038/s41746-019-0117-x Text en © The Author(s) 2019 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kaisti, Matti
Panula, Tuukka
Leppänen, Joni
Punkkinen, Risto
Jafari Tadi, Mojtaba
Vasankari, Tuija
Jaakkola, Samuli
Kiviniemi, Tuomas
Airaksinen, Juhani
Kostiainen, Pekka
Meriheinä, Ulf
Koivisto, Tero
Pänkäälä, Mikko
Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation
title Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation
title_full Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation
title_fullStr Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation
title_full_unstemmed Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation
title_short Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation
title_sort clinical assessment of a non-invasive wearable mems pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6550190/
https://www.ncbi.nlm.nih.gov/pubmed/31304385
http://dx.doi.org/10.1038/s41746-019-0117-x
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