Protect and Extend - Using GANs for Synthetic Data Generation of Time-Series Medical Records.
Navid AshrafiVera SchmittRobert P. SpangSebastian MöllerJan-Niklas Voigt-AntonsPublished in: QoMEX (2023)
Keyphrases
- data generation
- medical records
- free text
- health care
- medical data
- data streams
- active learning
- patient data
- streaming data
- real world
- sensitive information
- non stationary
- high throughput
- feature extraction
- intraoperative
- database
- computer assisted
- co training
- third party
- knowledge acquisition
- prior knowledge
- training data
- medical practitioners