Derivation of expert consensus rules for missing antimicrobial susceptibility data.
Protiva RahmanErinn HadeArnab NandiPreeti PancholiMark LusbergKurt StevensonCourtney L. HebertPublished in: AMIA (2018)
Keyphrases
- data sets
- domain experts
- synthetic data
- data processing
- expert knowledge
- human experts
- experimental data
- missing data
- missing values
- data analysis
- data collection
- original data
- small number
- high dimensional data
- input data
- database
- statistical analysis
- data distribution
- association rules
- neural network
- raw data
- databases
- complex data
- historical data
- business rules
- high quality
- attribute values
- data structure
- relational databases
- data mining techniques
- data points
- end users
- data sources
- domain knowledge
- data model