Patient-centric synthetic data generation, no reason to risk re-identification in biomedical data analysis.
Morgan GuillaudeuxOlivia RousseauJulien PetotZineb BennisCharles-Axel DeinThomas GoronflotNicolas VinceSophie LimouMatilde KarakachoffMatthieu WargnyPierre-Antoine GourraudPublished in: npj Digit. Medicine (2023)
Keyphrases
- data generation
- data analysis
- multi aspect
- data collection
- text mining
- active learning
- risk management
- data processing
- risk assessment
- data streams
- machine learning
- patient data
- high throughput
- knowledge discovery
- real time
- change detection
- multi dimensional
- streaming data
- information extraction
- learning process
- training data
- data sets