Learning to Predict Post-Hospitalization VTE Risk from EHR Data.
Emily KawalerAlexander G. CobianPeggy L. PeissigDeanna S. CrossSteven YaleMark W. CravenPublished in: AMIA (2012)
Keyphrases
- data sets
- data analysis
- learning process
- synthetic data
- database
- learning algorithm
- learning tasks
- prior knowledge
- experimental data
- background knowledge
- data points
- missing data
- data collection
- knowledge acquisition
- raw data
- image data
- learning models
- data quality
- knowledge discovery
- human experts
- data processing
- domain knowledge
- spatial data
- sensitive information
- noisy data
- machine learning
- data structure
- data sources
- domain experts
- learning systems
- statistical analysis
- supervised learning
- data mining techniques