Methods for development and application of data standards in an ontology-driven information model for measuring, managing, and computing social determinants of health for individuals, households, and communities evaluated through an example of asthma.
Justin F. RousseauEliel OliveiraWilliam M. TierneyAnjum KhurshidPublished in: J. Biomed. Informatics (2022)
Keyphrases
- prior knowledge
- missing information
- statistical methods
- experimental data
- expert knowledge
- social structure
- raw data
- multiple sources
- input data
- intrinsic characteristics
- prior information
- probability distribution
- health data
- learning models
- data sets
- information sources
- information resources
- end users
- predictive model
- missing values
- network structure
- domain experts
- data analysis
- social networks
- social network analysis
- high dimensional data
- data sources
- health insurance
- information processing
- data mining techniques
- data points
- privacy concerns
- learned models
- social network data
- multimedia data
- social web
- historical data
- temporal information
- data mining