Data correction pre-processing for electronically stored blood culture results: Implications on microbial spectrum and empiric antibiotic therapy.
Ojan AssadianMagda Diab-ElschahawiAthanasios MakristathisAlexander BlackyWalter KollerKlaus-Peter AdlassnigPublished in: BMC Medical Informatics Decis. Mak. (2009)
Keyphrases
- data sets
- preprocessing
- database
- raw data
- stored data
- data processing
- data collection
- data sources
- data analysis
- training data
- electronic commerce
- complex data
- computer systems
- high quality
- input data
- small number
- knowledge discovery
- data points
- high dimensional data
- sensor data
- data acquisition
- statistical methods
- clustering algorithm
- original data
- data quality
- probability distribution
- feature selection
- blood pressure