The use of LS-SVM in the classification of brain tumors based on Magnetic Resonance Spectroscopy signals.
Lukas LukasAndy DevosJohan A. K. SuykensLeentje VanhammeSabine Van HuffelAnne Rosemary TateCarles MajósCarles ArúsPublished in: ESANN (2002)
Keyphrases
- magnetic resonance spectroscopy
- brain tumors
- ls svm
- least squares support vector machine
- prostate cancer
- mr images
- least squares
- magnetic resonance images
- cross validation
- pattern recognition
- magnetic resonance
- radial basis function
- generalization ability
- support vector machine
- support vector
- human brain
- machine learning
- svm classifier
- improved algorithm
- image classification
- medical image analysis
- medical images
- brain images
- feature extraction
- decision trees