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An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery

The existing non-invasive automated preterm birth prediction methods rely on the use of uterine electrohysterogram (EHG) records coming from spontaneous preterm and term deliveries, and are indifferent to term induced and cesarean section deliveries. In order to enhance current publicly available po...

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Autor principal: Jager, Franc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545725/
https://www.ncbi.nlm.nih.gov/pubmed/37783671
http://dx.doi.org/10.1038/s41597-023-02581-6
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author Jager, Franc
author_facet Jager, Franc
author_sort Jager, Franc
collection PubMed
description The existing non-invasive automated preterm birth prediction methods rely on the use of uterine electrohysterogram (EHG) records coming from spontaneous preterm and term deliveries, and are indifferent to term induced and cesarean section deliveries. In order to enhance current publicly available pool of term EHG records, we developed a new EHG dataset, Induced Cesarean EHG DataSet (ICEHG DS), containing 126 30-minute EHG records, recorded early (23rd week), and/or later (31st week) during pregnancy, of those pregnancies that were expected to end in spontaneous term delivery, but ended in induced or cesarean section delivery. The records were collected at the University Medical Center Ljubljana, Ljubljana, Slovenia. The dataset includes 38 and 43, early and later, induced; 11 and 8, early and later, cesarean; and 13 and 13, early and later, induced and cesarean EHG records. This dataset enables better understanding of the underlying physiological mechanisms involved during pregnancies ending in induced and cesarean deliveries, and provides a robust and more realistic assessment of the performance of automated preterm birth prediction methods.
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spelling pubmed-105457252023-10-04 An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery Jager, Franc Sci Data Data Descriptor The existing non-invasive automated preterm birth prediction methods rely on the use of uterine electrohysterogram (EHG) records coming from spontaneous preterm and term deliveries, and are indifferent to term induced and cesarean section deliveries. In order to enhance current publicly available pool of term EHG records, we developed a new EHG dataset, Induced Cesarean EHG DataSet (ICEHG DS), containing 126 30-minute EHG records, recorded early (23rd week), and/or later (31st week) during pregnancy, of those pregnancies that were expected to end in spontaneous term delivery, but ended in induced or cesarean section delivery. The records were collected at the University Medical Center Ljubljana, Ljubljana, Slovenia. The dataset includes 38 and 43, early and later, induced; 11 and 8, early and later, cesarean; and 13 and 13, early and later, induced and cesarean EHG records. This dataset enables better understanding of the underlying physiological mechanisms involved during pregnancies ending in induced and cesarean deliveries, and provides a robust and more realistic assessment of the performance of automated preterm birth prediction methods. Nature Publishing Group UK 2023-10-02 /pmc/articles/PMC10545725/ /pubmed/37783671 http://dx.doi.org/10.1038/s41597-023-02581-6 Text en © The Author(s) 2023 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 Data Descriptor
Jager, Franc
An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
title An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
title_full An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
title_fullStr An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
title_full_unstemmed An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
title_short An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
title_sort open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545725/
https://www.ncbi.nlm.nih.gov/pubmed/37783671
http://dx.doi.org/10.1038/s41597-023-02581-6
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