Found in Translation: Transforming Rules-Based Diabetes Phenotyping Algorithms into Reproducible Diabetes Cohorts from Real-World Data.
Erin M. TallonMark ClementsChi-Ren ShyuPublished in: AMIA (2022)
Keyphrases
- data sets
- data structure
- noisy data
- synthetic data
- data mining techniques
- real world
- database
- data processing
- synthetic datasets
- data mining algorithms
- data sources
- original data
- computational complexity
- association rule mining
- image data
- training data
- raw data
- data distribution
- high quality
- data collection
- data analysis
- input data
- data points
- domain experts
- missing data
- classification rules
- statistical methods
- information systems
- electronic health records