Cardiotocograph

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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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