Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation.
Sabina Sonia TangaroNicola AmorosoMassimo BresciaStefano CavuotiAndrea ChincariniRosangela ErricoPaolo IngleseGiuseppe LongoRosalia MagliettaAndrea TateoGiuseppe RiccioRoberto BellottiPublished in: CoRR (2015)
Keyphrases
- machine learning
- feature selection
- brain mri
- brain structures
- medical images
- medical imaging
- magnetic resonance images
- medical image analysis
- segmentation algorithm
- text classification
- image segmentation
- segmentation method
- pattern recognition
- level set
- shape prior
- shape analysis
- anatomical structures
- learning algorithm
- computer simulation
- feature space
- support vector machine
- machine learning methods
- mutual information
- region growing
- unsupervised learning
- feature selection algorithms
- fully unsupervised
- text categorization
- feature extraction
- image analysis
- active learning
- data mining
- machine learning algorithms
- learning tasks
- edge detection
- feature engineering
- computer vision
- decision trees
- feature ranking
- classification accuracy
- knn
- information extraction
- natural language processing
- feature subset
- fully automatic
- feature set