Cardiotocograph
Cardiotocography
Abstract: The dataset consists of measurements of fetal heart rate (FHR) and uterine contraction (UC) features on cardiotocograms classified by expert obstetricians. |
Data Set Characteristics: | Multivariate | Number of Instances: | 2126 | Area: | Life |
Attribute Characteristics: | Real | Number of Attributes: | 23 | Date Donated | 2010-09-07 |
Associated Tasks: | Classification | Missing Values? | N/A | Number of Web Hits: | 69843 |
Source:
Marques de Sá, J.P., jpmdesa '@' gmail.com, Biomedical Engineering Institute, Porto, Portugal.
Bernardes, J., joaobern '@' med.up.pt, Faculty of Medicine, University of Porto, Portugal.
Ayres de Campos, D., sisporto '@' med.up.pt, Faculty of Medicine, University of Porto, Portugal.
Data Set Information:
2126 fetal cardiotocograms (CTGs) were automatically processed and the respective diagnostic features measured. The CTGs were also classified by three expert obstetricians and a consensus classification label assigned to each of them. Classification was both with respect to a morphologic pattern (A, B, C. ...) and to a fetal state (N, S, P). Therefore the dataset can be used either for 10-class or 3-class experiments.
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