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: Comput. Math. Methods Medicine (2015)
Keyphrases
- machine learning
- feature selection
- brain mri
- brain structures
- magnetic resonance images
- segmentation algorithm
- medical imaging
- text classification
- level set
- medical images
- medical image analysis
- image segmentation
- mutual information
- shape analysis
- support vector machine
- machine learning algorithms
- text categorization
- pattern recognition
- feature selection algorithms
- region growing
- feature engineering
- image analysis
- mr images
- data mining
- computer simulation
- text mining
- natural language processing
- segmentation method
- feature extraction
- machine learning methods
- multiscale
- model selection
- active learning
- feature subset
- computer vision
- human brain
- learning tasks
- edge detection
- shape prior
- support vector
- classification accuracy
- mri data
- learning algorithm
- unsupervised learning