A clinical decision support system based on support vector machine and binary particle swarm optimisation for cardiovascular disease diagnosis.
Rasoul SaliHassan ShavandiMasoumeh SadeghiPublished in: Int. J. Data Min. Bioinform. (2016)
Keyphrases
- disease diagnosis
- heart disease
- particle swarm optimisation
- clinical decision support systems
- support vector machine
- medical diagnosis
- optimization algorithm
- optimisation problems
- pso algorithm
- support vector
- particle swarm optimization
- fitness function
- clinical trials
- feature selection
- support vector machine svm
- optimal parameters
- evolution strategy
- genetic algorithm ga
- convergence speed
- global optimization
- svm classification
- medical records
- particle swarm
- global search
- databases
- particle swarm optimization pso
- medical images
- training data
- particle swarm optimization algorithm
- kernel function
- evolutionary algorithm
- training set
- genetic algorithm