A Case Study of Data Quality in Text Mining Clinical Progress Notes.
Donald J. BerndtJames A. McCartDezon K. FinchStephen L. LutherPublished in: ACM Trans. Manag. Inf. Syst. (2015)
Keyphrases
- data quality
- text mining
- medical domain
- data warehouse
- information extraction
- natural language processing
- machine learning
- quality management
- quality assessment
- information retrieval
- data cleaning
- knowledge discovery
- data confidentiality
- data cleansing
- data mining
- information loss
- data transformation
- text classification
- web mining
- case study
- cell suppression
- data preparation
- privacy preservation
- poor quality
- data privacy
- textual data
- data analysis
- natural resources
- noise model
- raw data
- information technology
- association rules