Brain tumour diagnosis with Wavelets and Support Vector Machines.
Gonzalo FariasMatilde SantosVictoria LópezPublished in: ISKE (2008)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- neurodegenerative diseases
- cancer diagnosis
- attention deficit hyperactivity disorder
- multiresolution
- medical images
- brain tumours
- kernel function
- human brain
- brain images
- model based diagnosis
- logistic regression
- fault diagnosis
- classification accuracy
- kernel methods
- feature selection
- medical diagnosis
- image compression
- support vector machine
- multiscale
- loss function
- wavelet transform
- single photon emission computed tomography
- electrical activity
- maximum margin
- cross validation
- svm classifier
- multi class
- signal processing
- cortical surface
- human intelligence
- brain activity
- soft margin
- fault detection
- magnetic resonance
- image processing