Approach and Method for Generating Realistic Synthetic Electronic Healthcare Records for Secondary Use.
Kudakwashe DubeThomas GallagherPublished in: FHIES (2013)
Keyphrases
- high precision
- detection method
- experimental evaluation
- clustering method
- high accuracy
- generation method
- database
- segmentation method
- information systems
- cost function
- optimization algorithm
- significant improvement
- matching algorithm
- fully automatic
- data sets
- dynamic programming
- probabilistic model
- computationally efficient
- preprocessing
- synthetic data
- similarity measure