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Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database”

The proposed dataset provides annotations for the 552 cardiotocographic (CTG) recordings included in the publicly available “CTU-CHB intra-partum CTG database” from Physionet (https://physionet.org/content/ctu-uhb-ctgdb/1.0.0/). Each CTG recording is composed by two simultaneously acquired signals:...

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Autores principales: Romagnoli, Sofia, Sbrollini, Agnese, Burattini, Luca, Marcantoni, Ilaria, Morettini, Micaela, Burattini, Laura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256311/
https://www.ncbi.nlm.nih.gov/pubmed/32490069
http://dx.doi.org/10.1016/j.dib.2020.105690
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author Romagnoli, Sofia
Sbrollini, Agnese
Burattini, Luca
Marcantoni, Ilaria
Morettini, Micaela
Burattini, Laura
author_facet Romagnoli, Sofia
Sbrollini, Agnese
Burattini, Luca
Marcantoni, Ilaria
Morettini, Micaela
Burattini, Laura
author_sort Romagnoli, Sofia
collection PubMed
description The proposed dataset provides annotations for the 552 cardiotocographic (CTG) recordings included in the publicly available “CTU-CHB intra-partum CTG database” from Physionet (https://physionet.org/content/ctu-uhb-ctgdb/1.0.0/). Each CTG recording is composed by two simultaneously acquired signals: i) the fetal heart rate (FHR) and ii) the maternal tocogram (representing uterine activity). Annotations consist in the detection of starting and ending points of specific CTG events on both FHR signal and maternal tocogram. Annotated events for the FHR signal are the bradycardia, tachycardia, acceleration and deceleration episodes. Annotated events for the maternal tocogram are the uterine contractions. The dataset also reports classification of each deceleration as early, late, variable or prolonged, in relation to the presence of a uterine contraction. Annotations were obtained by an expert gynecologist with the support of CTG Analyzer, a dedicated software application for automatic analysis of digital CTG recordings. These annotations can be useful in the development, testing and comparison of algorithms for the automatic analysis of digital CTG recordings, which can make CTG interpretation more objective and independent from clinician's experience.
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spelling pubmed-72563112020-06-01 Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database” Romagnoli, Sofia Sbrollini, Agnese Burattini, Luca Marcantoni, Ilaria Morettini, Micaela Burattini, Laura Data Brief Engineering The proposed dataset provides annotations for the 552 cardiotocographic (CTG) recordings included in the publicly available “CTU-CHB intra-partum CTG database” from Physionet (https://physionet.org/content/ctu-uhb-ctgdb/1.0.0/). Each CTG recording is composed by two simultaneously acquired signals: i) the fetal heart rate (FHR) and ii) the maternal tocogram (representing uterine activity). Annotations consist in the detection of starting and ending points of specific CTG events on both FHR signal and maternal tocogram. Annotated events for the FHR signal are the bradycardia, tachycardia, acceleration and deceleration episodes. Annotated events for the maternal tocogram are the uterine contractions. The dataset also reports classification of each deceleration as early, late, variable or prolonged, in relation to the presence of a uterine contraction. Annotations were obtained by an expert gynecologist with the support of CTG Analyzer, a dedicated software application for automatic analysis of digital CTG recordings. These annotations can be useful in the development, testing and comparison of algorithms for the automatic analysis of digital CTG recordings, which can make CTG interpretation more objective and independent from clinician's experience. Elsevier 2020-05-19 /pmc/articles/PMC7256311/ /pubmed/32490069 http://dx.doi.org/10.1016/j.dib.2020.105690 Text en © 2020 The Authors http://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 Engineering
Romagnoli, Sofia
Sbrollini, Agnese
Burattini, Luca
Marcantoni, Ilaria
Morettini, Micaela
Burattini, Laura
Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database”
title Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database”
title_full Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database”
title_fullStr Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database”
title_full_unstemmed Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database”
title_short Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database”
title_sort annotation dataset of the cardiotocographic recordings constituting the “ctu-chb intra-partum ctg database”
topic Engineering
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256311/
https://www.ncbi.nlm.nih.gov/pubmed/32490069
http://dx.doi.org/10.1016/j.dib.2020.105690
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