Classification of malignant and benign liver tumors using a radiomics approach.
Martijn P. A. StarmansRazvan L. MicleaSebastian R. van der VoortWiro J. NiessenMaarten G. ThomeerStefan KleinPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- text classification
- support vector machine
- classification systems
- automatic classification
- decision trees
- feature extraction
- classification models
- pattern recognition
- pattern classification
- feature vectors
- classification method
- machine learning
- classification scheme
- machine learning methods
- support vector machine svm
- image classification
- learning algorithm
- feature selection
- support vector
- supervised learning
- classification accuracy
- classification process
- data sets
- feature space
- classification rules
- image reconstruction
- classification algorithm
- decision rules
- svm classifier
- class labels
- benchmark datasets
- feature set