Cardiotocography
About
The dataset consists of measurements of fetal heart rate (FHR) and uterine contraction (UC) features on cardiotocograms classified by expert obstetricians.
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.
Subject Area
Health and Medicine
Instances
2,126
Features
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Data Types
Multivariate
Tasks
Classification
Feature Types
Continuous
Features
| Name | Role | Type | Units | Missing Values |
|---|---|---|---|---|
| LB | Feature | Integer | - | No |
| AC | Feature | Continuous | - | No |
| FM | Feature | Continuous | - | No |
| UC | Feature | Continuous | - | No |
| DL | Feature | Continuous | - | No |
| DS | Feature | Continuous | - | No |
| DP | Feature | Continuous | - | No |
| ASTV | Feature | Integer | - | No |
| MSTV | Feature | Continuous | - | No |
| ALTV | Feature | Integer | - | No |
| MLTV | Feature | Continuous | - | No |
| Width | Feature | Integer | - | No |
| Min | Feature | Integer | - | No |
| Max | Feature | Integer | - | No |
| Nmax | Feature | Integer | - | No |
| Nzeros | Feature | Integer | - | No |
| Mode | Feature | Integer | - | No |
| Mean | Feature | Integer | - | No |
| Median | Feature | Integer | - | No |
| Variance | Feature | Integer | - | No |
| Tendency | Feature | Integer | - | No |
| CLASS | Target | Integer | - | No |
| NSP | Target | Integer | - | No |
Introductory Paper
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