The development of a novel knowledge-based weaning algorithm using pulmonary parameters: a simulation study.
Hasan GulerUgur KilicPublished in: Medical Biol. Eng. Comput. (2018)
Keyphrases
- simulation study
- expectation maximization
- cost function
- preprocessing
- optimal solution
- learning algorithm
- significant improvement
- parameter settings
- detection algorithm
- experimental evaluation
- high accuracy
- times faster
- monte carlo
- optimal parameters
- levenberg marquardt
- parameter estimation
- knowledge based systems
- feature selection
- dynamic programming
- computational complexity
- input data
- segmentation algorithm
- optimization algorithm
- np hard
- clustering method
- k means
- search space
- parameter values
- objective function
- parameter tuning
- reinforcement learning
- bayesian networks