Multi-scale classification of disease using structural MRI and wavelet transform.
Kerstin HackmackFriedemann PaulMartin WeygandtCarsten AllefeldJohn-Dylan HaynesPublished in: NeuroImage (2012)
Keyphrases
- wavelet transform
- multiscale
- feature extraction
- classification accuracy
- machine learning
- high frequency
- multiresolution
- feature vectors
- pattern recognition
- class labels
- magnetic resonance imaging
- image coding
- medical images
- wavelet decomposition
- subband
- wavelet domain
- decision trees
- structural information
- natural images
- image compression
- image classification
- training set
- feature space
- support vector
- support vector machine svm
- classification method
- edge detection
- support vector machine
- mri data
- multiple scales
- translation invariant
- ovarian cancer