Preprocessing structured clinical data for predictive modeling and decision support.
Mónica Duarte OliveiraFilipe JanelaHenrique M. G. MartinsJosé Carlos FerrãoPublished in: Appl. Clin. Inform. (2016)
Keyphrases
- clinical data
- predictive modeling
- decision support
- knowledge discovery
- preprocessing
- business intelligence
- data mining
- patient data
- decision support system
- medical data
- text mining
- machine learning
- statistical modeling
- databases
- statistical analysis
- data analysis
- clinical information
- data mining methods
- raw data
- data warehouse
- clinical decision making
- survival analysis
- data warehousing
- structured data
- domain experts
- clinical databases
- data mining techniques
- decision makers
- feature extraction
- knowledge management
- decision making
- clinical data sets
- data mining algorithms
- database
- medical images
- liver disease