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

Jager, Franc (author)

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.

• Language: English
• Keywords: electrohysterogram, electrohysterogram records, term birth prediction, induced birth, cesarean section delivery, preterm birth prediction, electromyography, EMG, learning algorithms
• Work type: Article
• Typology: 1.01 - Original Scientific Article
• Organization: FRI - Faculty of Computer and Information Science
• Publication status: Published
• Publication version: Version of Record
• Year: 2023
• Number of pages: 12 str.
• Numbering: Vol. 10, art. 669
• PID: 20.500.12556/RUL-164454
• UDC: 004:618.39
• ISSN on article: 2052-4463
• DOI: 10.1038/s41597-023-02581-6
• COBISS.SI-ID: 166694659
• Publication date in RUL: 25.10.2024

Record is a part of a journal

• Title: Scientific data
• Publisher: Nature Publishing Group
• ISSN: 2052-4463
• COBISS.SI-ID: 523393305

Licences

• License: CC BY 4.0, Creative Commons Attribution 4.0 International
• Link: http://creativecommons.org/licenses/by/4.0/
• Description: This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

• Language: Slovenian
• Keywords: elektrohisterogram, posnetki elektrohisterograma, napoved terminskega poroda, inducirani porod, carski porod, napoved prezgodnjega poroda

Projects

• Funder: ARRS - Slovenian Research Agency
• Project number: P3-0124
• Name: Metabolni in prirojeni dejavniki reproduktivnega zdravja, porod III