Generative adversarial network-based data augmentation for improving hypoglycemia prediction: A proof-of-concept study.
Wonju SeoNamho KimSung Woon ParkSang-Man JinSung-Min ParkPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- data sets
- data collection
- database
- high quality
- data analysis
- raw data
- end users
- prediction accuracy
- historical data
- statistical analysis
- image data
- correlation analysis
- generative model
- data mining techniques
- databases
- complex data
- prediction error
- data streams
- synthetic data
- original data
- empirical studies
- missing values
- unsupervised learning
- information systems
- data points
- prior knowledge
- training data
- website