Missing values in deduplication of electronic patient data.
Murat SariyarAndreas BorgKlaus PommereningPublished in: J. Am. Medical Informatics Assoc. (2012)
Keyphrases
- missing values
- patient data
- data cleaning
- clinical data
- missing data
- intraoperative
- incomplete data
- intensive care
- medical data
- missing data imputation
- high dimensional data
- missing information
- data imputation
- bayesian networks
- computer assisted
- record linkage
- domain knowledge
- missing attribute values
- multivariate temporal data
- statistical analysis
- x ray
- dimensionality reduction
- nearest neighbor
- training set