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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:...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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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. |
format | Online Article Text |
id | pubmed-7256311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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