A practical feature selection based on an optimal feature subset and its application for detecting lung nodules in chest radiographs.
Haoyan GuoYuanzhi ChengDazheng WangLi GuoPublished in: BMEI (2013)
Keyphrases
- feature subset
- lung nodules
- chest radiographs
- feature selection
- feature subset selection
- ct images
- classification accuracy
- selection algorithm
- computer aided diagnosis
- feature selection algorithms
- genetic algorithm ga
- x ray images
- irrelevant features
- feature space
- selected features
- x ray
- feature set
- feature ranking
- optimal subset of features
- ensemble methods
- selecting features
- redundant features
- method for feature selection
- svm classifier
- text categorization
- artificial neural networks
- lung cancer
- cad systems
- data sets
- genetic algorithm
- neural network