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Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique

Objective: Beat-to-beat tele-fetal monitoring and comparison with clinical data are studied with a wavelet transformation approach. Tele-fetal monitoring is a big progress toward a wearable medical device for pregnant women capable of obtaining prenatal care at home. Study Design: We apply a wavelet...

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Detalles Bibliográficos
Autores principales: Farahi, Maria, Casals, Alícia, Sarrafzadeh, Omid, Zamani, Yasaman, Ahmadi, Hooran, Behbood, Naeimeh, Habibian, Hessam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9830175/
https://www.ncbi.nlm.nih.gov/pubmed/36636218
http://dx.doi.org/10.1016/j.heliyon.2022.e12655
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author Farahi, Maria
Casals, Alícia
Sarrafzadeh, Omid
Zamani, Yasaman
Ahmadi, Hooran
Behbood, Naeimeh
Habibian, Hessam
author_facet Farahi, Maria
Casals, Alícia
Sarrafzadeh, Omid
Zamani, Yasaman
Ahmadi, Hooran
Behbood, Naeimeh
Habibian, Hessam
author_sort Farahi, Maria
collection PubMed
description Objective: Beat-to-beat tele-fetal monitoring and comparison with clinical data are studied with a wavelet transformation approach. Tele-fetal monitoring is a big progress toward a wearable medical device for pregnant women capable of obtaining prenatal care at home. Study Design: We apply a wavelet transformation algorithm for fetal cardiac monitoring using a portable fetal Doppler medical device. After an investigation of 85 different mother wavelets, a bio-orthogonal 2.2 mother wavelet in level 4 of decomposition is chosen. The efficiency of the proposed method is evaluated using two data sets including public and clinical. Results: From publicly available data on PhysioBank, and simultaneous clinical measurement, we prove that the comparison between obtained fetal heart rate by the algorithm and the baselines yields a promising accuracy beyond 95%. Conclusion: Finally, we conclude that the proposed algorithm would be a robust technique for any similar tele-fetal monitoring approach.
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spelling pubmed-98301752023-01-11 Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique Farahi, Maria Casals, Alícia Sarrafzadeh, Omid Zamani, Yasaman Ahmadi, Hooran Behbood, Naeimeh Habibian, Hessam Heliyon Research Article Objective: Beat-to-beat tele-fetal monitoring and comparison with clinical data are studied with a wavelet transformation approach. Tele-fetal monitoring is a big progress toward a wearable medical device for pregnant women capable of obtaining prenatal care at home. Study Design: We apply a wavelet transformation algorithm for fetal cardiac monitoring using a portable fetal Doppler medical device. After an investigation of 85 different mother wavelets, a bio-orthogonal 2.2 mother wavelet in level 4 of decomposition is chosen. The efficiency of the proposed method is evaluated using two data sets including public and clinical. Results: From publicly available data on PhysioBank, and simultaneous clinical measurement, we prove that the comparison between obtained fetal heart rate by the algorithm and the baselines yields a promising accuracy beyond 95%. Conclusion: Finally, we conclude that the proposed algorithm would be a robust technique for any similar tele-fetal monitoring approach. Elsevier 2022-12-22 /pmc/articles/PMC9830175/ /pubmed/36636218 http://dx.doi.org/10.1016/j.heliyon.2022.e12655 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Farahi, Maria
Casals, Alícia
Sarrafzadeh, Omid
Zamani, Yasaman
Ahmadi, Hooran
Behbood, Naeimeh
Habibian, Hessam
Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique
title Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique
title_full Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique
title_fullStr Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique
title_full_unstemmed Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique
title_short Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique
title_sort beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9830175/
https://www.ncbi.nlm.nih.gov/pubmed/36636218
http://dx.doi.org/10.1016/j.heliyon.2022.e12655
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