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:...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2020-08-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340920305849 |
| _version_ | 1819066288885989376 |
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| author | Sofia Romagnoli Agnese Sbrollini Luca Burattini Ilaria Marcantoni Micaela Morettini Laura Burattini |
| author_facet | Sofia Romagnoli Agnese Sbrollini Luca Burattini Ilaria Marcantoni Micaela Morettini Laura Burattini |
| author_sort | Sofia Romagnoli |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-21T15:59:59Z |
| format | Article |
| id | doaj.art-a7fd8e28003544128caa1f75158d5b22 |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-12-21T15:59:59Z |
| publishDate | 2020-08-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-a7fd8e28003544128caa1f75158d5b222022-12-21T18:58:00ZengElsevierData in Brief2352-34092020-08-0131105690Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database”Sofia Romagnoli0Agnese Sbrollini1Luca Burattini2Ilaria Marcantoni3Micaela Morettini4Laura Burattini5Cardiovascular Bioengineering Lab, Department of Information Engineering, Università Politecnica delle Marche, Ancona, ItalyCardiovascular Bioengineering Lab, Department of Information Engineering, Università Politecnica delle Marche, Ancona, ItalyObstetric and Gynecology Clinic, Ospedali Riuniti di Ancona (Salesi Hospital), Ancona, ItalyCardiovascular Bioengineering Lab, Department of Information Engineering, Università Politecnica delle Marche, Ancona, ItalyCardiovascular Bioengineering Lab, Department of Information Engineering, Università Politecnica delle Marche, Ancona, ItalyCardiovascular Bioengineering Lab, Department of Information Engineering, Università Politecnica delle Marche, Ancona, Italy; Corresponding author.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.http://www.sciencedirect.com/science/article/pii/S2352340920305849CardiotocographyElectronic fetal monitoringFetal distressFetal heart rateUterine contractionsLabor |
| spellingShingle | Sofia Romagnoli Agnese Sbrollini Luca Burattini Ilaria Marcantoni Micaela Morettini Laura Burattini Annotation dataset of the cardiotocographic recordings constituting the “CTU-CHB intra-partum CTG database” Data in Brief Cardiotocography Electronic fetal monitoring Fetal distress Fetal heart rate Uterine contractions Labor |
| 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 | Cardiotocography Electronic fetal monitoring Fetal distress Fetal heart rate Uterine contractions Labor |
| url | http://www.sciencedirect.com/science/article/pii/S2352340920305849 |
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