Brain tumor classification based on long echo proton MRS signals.
Lukas LukasAndy DevosJohan A. K. SuykensLeentje VanhammeFranklyn A. HoweCarles MajósÀngel Moreno-TorresM. Van Der GraafAnne Rosemary TateCarles ArúsSabine Van HuffelPublished in: Artif. Intell. Medicine (2004)
Keyphrases
- brain tumors
- magnetic resonance spectroscopy
- classification accuracy
- magnetic resonance images
- support vector
- signal processing
- magnetic resonance
- mr images
- pattern recognition
- tumor segmentation
- machine learning
- text classification
- decision trees
- support vector machine
- support vector machine svm
- feature selection
- feature space
- spectrum analysis
- prostate cancer
- independent component analysis
- acoustic signals
- mri images
- decision making
- three dimensional
- training set
- image registration
- ground truth
- feature vectors