A 3D Voxel Neighborhood Classification Approach within a Multiparametric MRI Classifier for Prostate Cancer Detection.
Francesco RossiAlessandro SavinoValentina GianniniAnna VignatiSimone MazzettiAlfredo BensoStefano Di CarloGianfranco PolitanoDaniele ReggePublished in: IWBBIO (1) (2015)
Keyphrases
- cancer detection
- prostate cancer
- classification method
- classification algorithm
- support vector
- decision trees
- class labels
- support vector machine
- feature selection
- svm classifier
- training set
- feature space
- feature set
- training samples
- feature vectors
- fold cross validation
- classification accuracy
- support vector machine svm
- pattern recognition
- mr images
- gene selection
- mr imaging
- prostate biopsy
- magnetic resonance imaging
- ultrasound images
- text classification
- training data
- feature extraction
- machine learning methods
- medical imaging
- supervised learning
- active learning
- image processing