Clinical Time Series Data Analysis Using Mathematical Models and DBNs.
Catherine G. EnrightMichael G. MaddenNiall MaddenJohn G. LaffeyPublished in: AIME (2011)
Keyphrases
- mathematical models
- data analysis
- chronic hepatitis
- dynamic bayesian networks
- mathematical model
- multivariate time series data
- experimental data
- temporal abstractions
- medical databases
- belief nets
- complex systems
- physical phenomena
- mathematical modeling
- traditional chinese medicine
- multivariate time series
- physical processes
- knowledge discovery
- artificial intelligence
- data mining
- machine learning
- approximate inference
- patient data
- optimal strategy
- pattern extraction
- ordinary differential equations
- clinical data
- phase space
- biological data
- virtual world
- graphical models
- analytical methods
- pattern discovery
- reinforcement learning