The Problem of Fairness in Synthetic Healthcare Data.
Karan BhanotMiao QiJohn S. EricksonIsabelle GuyonKristin P. BennettPublished in: Entropy (2021)
Keyphrases
- data sets
- data analysis
- training data
- original data
- raw data
- data sources
- knowledge discovery
- complex data
- database
- experimental data
- computer systems
- small number
- input data
- data processing
- data quality
- statistical analysis
- data points
- synthetic data
- information technology
- high dimensional data
- databases
- big data
- neural network
- clustering algorithm
- monitoring system
- prior knowledge
- data collection
- image data
- probability distribution