Improving medical diagnosis reliability using Boosted C5.0 decision tree empowered by Particle Swarm Optimization.
Elnaz PashaeiMustafa OzenNizamettin AydinPublished in: EMBC (2015)
Keyphrases
- medical diagnosis
- particle swarm optimization
- decision trees
- random forests
- medical images
- medical diagnostic
- pso algorithm
- medical image processing
- medical decision making
- global optimization
- particle swarm optimization algorithm
- medical information
- expert systems
- diagnostic reasoning
- naive bayes
- medical knowledge
- decision tree induction
- genetic algorithm
- classification models
- particle swarm optimization pso
- logistic regression
- differential evolution
- decision tree algorithm
- machine learning algorithms
- random forest
- information gain
- convergence speed
- ensemble methods
- predictive accuracy
- multi objective
- computer tomography
- feature selection
- neural network