A longitudinal analysis of data quality in a large pediatric data research network.
Ritu KhareLevon UtidjianByron J. RuthMichael G. KahnEvanette BurrowsKeith MarsoloNandan PatibandlaHanieh RazzaghiRyan ColvinDaksha RanadeMelody KitzmillerDaniel EckrichL. Charles BaileyPublished in: J. Am. Medical Informatics Assoc. (2017)
Keyphrases
- data quality
- data analysis
- quality management
- data sets
- training data
- data warehouse
- data cleaning
- data transformation
- data sources
- privacy guarantees
- quality assessment
- high dimensional data
- data privacy
- data warehousing
- data collection
- data processing
- real world
- missing data
- network structure
- database
- data reduction
- data mining techniques
- knowledge discovery
- relational databases
- data mining
- data cleansing