Support Vector Machine Approach to Cardiac SPECT Diagnosis.
Marcin CiecholewskiPublished in: IWCIA (2011)
Keyphrases
- single photon emission computed tomography
- spect images
- support vector machine
- brain imaging
- computer aided diagnosis
- heart disease
- scan data
- diagnostic tool
- magnetic resonance imaging
- magnetic resonance images
- computerized tomography
- multi class
- left ventricular
- support vector
- normal subjects
- myocardial perfusion
- svm classifier
- machine learning
- support vector machine svm
- clinically relevant
- medical images
- feature vectors
- medical diagnosis
- feature selection
- training data
- clinical data
- kernel methods
- positron emission tomography
- early diagnosis
- svm classification
- cardiovascular disease
- breast cancer
- classification method
- fault diagnosis
- kernel function
- knn
- image analysis
- feature space
- patient specific
- model based diagnosis