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Accuracy of a Smartphone Application Measuring Snoring in Adults—How Smart Is It Actually?

About 40% of the adult population is affected by snoring, which is closely related to obstructive sleep apnea (OSA) and can be associated with serious health implications. Commercial smartphone applications (apps) offer the possibility of monitoring snoring at home. However, the number of validation...

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Autores principales: Klaus, Katharina, Stummer, Anna-Lena, Ruf, Sabine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8304057/
https://www.ncbi.nlm.nih.gov/pubmed/34299777
http://dx.doi.org/10.3390/ijerph18147326
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author Klaus, Katharina
Stummer, Anna-Lena
Ruf, Sabine
author_facet Klaus, Katharina
Stummer, Anna-Lena
Ruf, Sabine
author_sort Klaus, Katharina
collection PubMed
description About 40% of the adult population is affected by snoring, which is closely related to obstructive sleep apnea (OSA) and can be associated with serious health implications. Commercial smartphone applications (apps) offer the possibility of monitoring snoring at home. However, the number of validation studies addressing snoring apps is limited. The purpose of the present study was to assess the accuracy of recorded snoring using the free version of the app SnoreLab (Reviva Softworks Ltd., London, UK) in comparison to a full-night polygraphic measurement (Miniscreen plus, Löwenstein Medical GmbH & Co., KG, Bad Ems, Germany). Nineteen healthy adult volunteers (4 female, 15 male, mean age: 38.9 ± 19.4 years) underwent simultaneous polygraphic and SnoreLab app measurement for one night at home. Parameters obtained by the SnoreLab app were: starting/ending time of monitoring, time in bed, duration and percent of quiet sleep, light, loud and epic snoring, total snoring time and Snore Score, a specific score obtained by the SnoreLab app. Data obtained from polygraphy were: starting/ending time of monitoring, time in bed, total snoring time, snore index (SI), snore index obstructive (SI obstructive) and apnea-hypopnea-index (AHI). For different thresholds of percentage snoring per night, accuracy, sensitivity, specificity, positive and negative predictive values were calculated. Comparison of methods was undertaken by Spearman-Rho correlations and Bland-Altman plots. The SnoreLab app provides acceptable accuracy values measuring snoring >50% per night: 94.7% accuracy, 100% sensitivity, 94.1% specificity, 66.6% positive prediction value and 100% negative prediction value. Best agreement between both methods was achieved in comparing the sum of loud and epic snoring ratios obtained by the SnoreLab app with the total snoring ratio measured by polygraphy. Obstructive events could not be detected by the SnoreLab app. Compared to polygraphy, the SnoreLab app provides acceptable accuracy values regarding the measurement of especially heavy snoring.
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spelling pubmed-83040572021-07-25 Accuracy of a Smartphone Application Measuring Snoring in Adults—How Smart Is It Actually? Klaus, Katharina Stummer, Anna-Lena Ruf, Sabine Int J Environ Res Public Health Article About 40% of the adult population is affected by snoring, which is closely related to obstructive sleep apnea (OSA) and can be associated with serious health implications. Commercial smartphone applications (apps) offer the possibility of monitoring snoring at home. However, the number of validation studies addressing snoring apps is limited. The purpose of the present study was to assess the accuracy of recorded snoring using the free version of the app SnoreLab (Reviva Softworks Ltd., London, UK) in comparison to a full-night polygraphic measurement (Miniscreen plus, Löwenstein Medical GmbH & Co., KG, Bad Ems, Germany). Nineteen healthy adult volunteers (4 female, 15 male, mean age: 38.9 ± 19.4 years) underwent simultaneous polygraphic and SnoreLab app measurement for one night at home. Parameters obtained by the SnoreLab app were: starting/ending time of monitoring, time in bed, duration and percent of quiet sleep, light, loud and epic snoring, total snoring time and Snore Score, a specific score obtained by the SnoreLab app. Data obtained from polygraphy were: starting/ending time of monitoring, time in bed, total snoring time, snore index (SI), snore index obstructive (SI obstructive) and apnea-hypopnea-index (AHI). For different thresholds of percentage snoring per night, accuracy, sensitivity, specificity, positive and negative predictive values were calculated. Comparison of methods was undertaken by Spearman-Rho correlations and Bland-Altman plots. The SnoreLab app provides acceptable accuracy values measuring snoring >50% per night: 94.7% accuracy, 100% sensitivity, 94.1% specificity, 66.6% positive prediction value and 100% negative prediction value. Best agreement between both methods was achieved in comparing the sum of loud and epic snoring ratios obtained by the SnoreLab app with the total snoring ratio measured by polygraphy. Obstructive events could not be detected by the SnoreLab app. Compared to polygraphy, the SnoreLab app provides acceptable accuracy values regarding the measurement of especially heavy snoring. MDPI 2021-07-08 /pmc/articles/PMC8304057/ /pubmed/34299777 http://dx.doi.org/10.3390/ijerph18147326 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Klaus, Katharina
Stummer, Anna-Lena
Ruf, Sabine
Accuracy of a Smartphone Application Measuring Snoring in Adults—How Smart Is It Actually?
title Accuracy of a Smartphone Application Measuring Snoring in Adults—How Smart Is It Actually?
title_full Accuracy of a Smartphone Application Measuring Snoring in Adults—How Smart Is It Actually?
title_fullStr Accuracy of a Smartphone Application Measuring Snoring in Adults—How Smart Is It Actually?
title_full_unstemmed Accuracy of a Smartphone Application Measuring Snoring in Adults—How Smart Is It Actually?
title_short Accuracy of a Smartphone Application Measuring Snoring in Adults—How Smart Is It Actually?
title_sort accuracy of a smartphone application measuring snoring in adults—how smart is it actually?
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8304057/
https://www.ncbi.nlm.nih.gov/pubmed/34299777
http://dx.doi.org/10.3390/ijerph18147326
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