Identification of expression signatures for non-small-cell lung carcinoma subtype classification.
Ran SuJiahang ZhangXiaofeng LiuLeyi WeiPublished in: Bioinform. (2020)
Keyphrases
- lung disease
- pattern recognition
- automatic classification
- support vector
- classification accuracy
- feature extraction
- classification scheme
- machine learning methods
- machine learning
- signature recognition
- image classification
- text classification
- pattern classification
- benchmark datasets
- feature selection
- correct classification
- classification method
- feature vectors
- training set
- decision trees
- svm classifier
- ct images
- support vector machine svm
- small number
- fold cross validation
- preprocessing