Lung nodule classification using local kernel regression models with out-of-sample extension.
Guohui WeiHe MaWei QianFangfang HanHongyang JiangShouliang QiMin QiuPublished in: Biomed. Signal Process. Control. (2018)
Keyphrases
- regression model
- lung nodules
- target variable
- model selection
- computerized tomography
- ct images
- regression method
- pattern recognition
- classification accuracy
- x ray images
- regression methods
- feature space
- support vector
- regression analysis
- linear model
- response variable
- machine learning
- feature extraction
- decision rules
- kernel function
- text classification
- support vector machine
- feature vectors
- explanatory variables
- decision trees
- feature selection
- classification rules
- computer aided diagnosis
- lung cancer
- image analysis
- training set