Scalable Joint Modeling of Longitudinal and Point Process Data for Disease Trajectory Prediction and Improving Management of Chronic Kidney Disease.
Joseph FutomaMark P. SendakBlake CameronKatherine A. HellerPublished in: UAI (2016)
Keyphrases
- data sets
- training data
- data processing
- raw data
- data mining techniques
- chronic disease
- data structure
- redundant data
- data sources
- knowledge discovery
- management system
- input data
- prediction model
- prediction accuracy
- physiological processes
- data quality
- sensor data
- process model
- synthetic data
- statistical analysis
- end users
- xml documents
- information systems