Towards Improving the Quality of Medicaid Data: Identifying Data Defects in a Large Healthcare Administration System.
Yili ZhangPratik TamakuwalaGünes KoruPublished in: AMIA (2017)
Keyphrases
- data sets
- synthetic data
- data analysis
- data quality
- data sources
- training data
- high quality
- prior knowledge
- data processing
- machine learning
- information systems
- probability distribution
- data points
- small number
- raw data
- experimental data
- high dimensional data
- sensor data
- complex data
- data distribution
- original data
- missing data
- statistical analysis
- computer systems
- data collection
- end users
- database systems
- databases