Acquiring guideline-enabled data driven clinical knowledge model using formally verified refined knowledge acquisition method.
Maqbool HussainMuhammad AfzalKhalid Mahmood MalikTaqdir AliWajahat Ali KhanMuhammad IrfanArif JamshedSungyoung LeePublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- knowledge acquisition
- data driven
- mathematical model
- prior knowledge
- probabilistic model
- statistical model
- theoretical analysis
- optimization method
- cost function
- modeling method
- knowledge base
- statistical information
- prior information
- evaluation method
- parameter estimation
- energy function
- domain knowledge
- reconstruction method
- linear model
- similarity measure
- test data
- conceptual model
- sensitivity analysis
- objective function
- gaussian distribution
- prediction model
- em algorithm
- autoregressive
- neural network
- past experience
- linear regression
- classification method
- decision support system
- knowledge discovery
- probability distribution
- pairwise
- image sequences
- data mining