A refined methodology for validation of information models derived from flowsheet data and applied to a genitourinary case.
Bonnie L. WestraKay LytleLuAnn WhittenburgMischa AdamsSamira AliMeg FurukawaStephanie HartlebenMary L. HookSteven G. JohnsonSarah Collins RossettiTheresa (Tess) SettergrenPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- raw data
- historical data
- prior knowledge
- information sources
- data collection
- collected data
- sensor data
- data analysis
- complex data
- data sets
- data mining tools
- end users
- digital data
- data processing
- data structure
- huge amounts
- statistical methods
- log data
- multiple sources
- essential information
- multimedia data
- experimental data
- external data
- statistical analysis
- computer systems
- domain experts
- training data
- xml documents
- data sources
- sensitive information
- probability distribution
- image data
- data quality
- information services
- learning models
- information extraction
- knowledge discovery
- information resources
- web data
- private information
- privacy concerns
- original data
- high dimensional
- keywords
- background knowledge
- database