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

Jager, Franc (avtor)

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.

• Jezik: Angleški jezik
• Ključne besede: electrohysterogram, electrohysterogram records, term birth prediction, induced birth, cesarean section delivery, preterm birth prediction, electromyography, EMG, learning algorithms
• Vrsta gradiva: Članek v reviji
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: FRI - Fakulteta za računalništvo in informatiko
• Status publikacije: Objavljeno
• Različica publikacije: Objavljena publikacija
• Leto izida: 2023
• Št. strani: 12 str.
• Številčenje: Vol. 10, art. 669
• PID: 20.500.12556/RUL-164454
• UDK: 004:618.39
• ISSN pri članku: 2052-4463
• DOI: 10.1038/s41597-023-02581-6
• COBISS.SI-ID: 166694659
• Datum objave v RUL: 25.10.2024

Gradivo je del revije

• Naslov: Scientific data
• Založnik: Springer Nature
• ISSN: 2052-4463
• COBISS.SI-ID: 523393305

Licence

• Licenca: CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
• Povezava: http://creativecommons.org/licenses/by/4.0/deed.sl
• Opis: To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: elektrohisterogram, posnetki elektrohisterograma, napoved terminskega poroda, inducirani porod, carski porod, napoved prezgodnjega poroda

Projekti

• Financer: ARRS - Agencija za raziskovalno dejavnost Republike Slovenije
• Številka projekta: P3-0124
• Naslov: Metabolni in prirojeni dejavniki reproduktivnega zdravja, porod III