Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs.
Peter LeeseAdit AnandAndrew T. GirvinAmin MannaSaaya PatelYun Jae YooRachel WongMelissa A. HaendelChristopher G. ChuteTellen D. BennettJanos G. HajagosEmily R. PfaffRichard A. MoffittPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- data sets
- data collection
- preprocessing
- empirical studies
- image data
- data mining techniques
- statistical methods
- significant improvement
- data sources
- database
- data processing
- input data
- noisy data
- raw data
- high dimensional data
- qualitative and quantitative
- data points
- data model
- statistical analysis
- data analysis
- original data
- data representations
- data mining methods
- data quality
- survey data
- learning algorithm
- spectral clustering
- missing values
- missing data
- data structure
- training data
- multimedia