Classification of normal and abnormal lungs with interstitial diseases by rule-based method and artificial neural networks.
Shigehiko KatsuragawaKunio DoiHeber MacMahonLaurence Monnier-CholleyTakayuki IshidaTakeshi KobayashiPublished in: J. Digit. Imaging (1997)
Keyphrases
- classification method
- preprocessing
- artificial neural networks
- support vector machine svm
- classification algorithm
- classification accuracy
- benchmark data sets
- cost function
- unsupervised learning
- decision rules
- significant improvement
- pattern recognition
- classification process
- neural network
- detection method
- machine learning
- machine learning methods
- classification scheme
- cross validation
- classification procedure
- feature set
- supervised learning
- support vector machine
- model selection
- computational intelligence
- high accuracy
- probabilistic model
- expert systems
- similarity measure
- classification rate
- feature extraction
- decision trees