Method for Building a Medical Training Simulator with Bayesian Networks: SimDeCS.
Cecilia Dias FloresJoão Marcelo L. FonsecaMarta Rosecler BezAna RespícioHelder CoelhoPublished in: InMed (2014)
Keyphrases
- bayesian networks
- computational cost
- training process
- high precision
- training set
- significant improvement
- cost function
- detection method
- high accuracy
- preprocessing
- pairwise
- classification method
- experimental evaluation
- edge detection
- training samples
- training phase
- clustering method
- data sets
- graphical models
- classification accuracy
- hidden markov models
- prior knowledge
- similarity measure
- machine learning
- neural network