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: Farahi M, Casals A, Sarrafzadeh O, Zamani Y, Ahmadi H, Behbood N, Habibian H
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2022
País:España
Institución:Fundació Sant Joan de Déu
Repositorio:r-FSJD. Repositorio Institucional de Producción Científica de la Fundació Sant Joan de Déu
OAI Identifier:oai:fsjd.fundanetsuite.com:p22747
Acceso en línea:https://fsjd.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=22747
https://pubmed.ncbi.nlm.nih.gov/36636218/
Access Level:acceso abierto
Palabra clave:FHR extraction
Fetal heart rate
Signal processing
Tele-fetal monitoring
Wavelet analysis
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spelling Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique.Farahi MCasals ASarrafzadeh OZamani YAhmadi HBehbood NHabibian HFHR extractionFetal heart rateSignal processingTele-fetal monitoringWavelet analysisObjective: 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.CELL PRESS2022info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttps://fsjd.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=22747https://pubmed.ncbi.nlm.nih.gov/36636218/HeliyonISSN: 24058440reponame:r-FSJD. Repositorio Institucional de Producción Científica de la Fundació Sant Joan de Déuinstname:Fundació Sant Joan de DéuInglésinfo:eu-repo/semantics/openAccessoai:fsjd.fundanetsuite.com:p227472026-05-27T12:37:41Z
dc.title.none.fl_str_mv 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.
spellingShingle Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique.
Farahi M
FHR extraction
Fetal heart rate
Signal processing
Tele-fetal monitoring
Wavelet analysis
title_short 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_sort Beat-to-beat fetal heart rate analysis using portable medical device and wavelet transformation technique.
dc.creator.none.fl_str_mv Farahi M
Casals A
Sarrafzadeh O
Zamani Y
Ahmadi H
Behbood N
Habibian H
author Farahi M
author_facet Farahi M
Casals A
Sarrafzadeh O
Zamani Y
Ahmadi H
Behbood N
Habibian H
author_role author
author2 Casals A
Sarrafzadeh O
Zamani Y
Ahmadi H
Behbood N
Habibian H
author2_role author
author
author
author
author
author
dc.subject.none.fl_str_mv FHR extraction
Fetal heart rate
Signal processing
Tele-fetal monitoring
Wavelet analysis
topic FHR extraction
Fetal heart rate
Signal processing
Tele-fetal monitoring
Wavelet analysis
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.
publishDate 2022
dc.date.none.fl_str_mv 2022
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://fsjd.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=22747
https://pubmed.ncbi.nlm.nih.gov/36636218/
url https://fsjd.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=22747
https://pubmed.ncbi.nlm.nih.gov/36636218/
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv CELL PRESS
publisher.none.fl_str_mv CELL PRESS
dc.source.none.fl_str_mv Heliyon
ISSN: 24058440
reponame:r-FSJD. Repositorio Institucional de Producción Científica de la Fundació Sant Joan de Déu
instname:Fundació Sant Joan de Déu
instname_str Fundació Sant Joan de Déu
reponame_str r-FSJD. Repositorio Institucional de Producción Científica de la Fundació Sant Joan de Déu
collection r-FSJD. Repositorio Institucional de Producción Científica de la Fundació Sant Joan de Déu
repository.name.fl_str_mv
repository.mail.fl_str_mv
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