Multiresolution wavelet analysis and ensemble of classifiers for early diagnosis of Alzheimer's disease.
Genevieve JacquesJennifer FrymiareJohn KouniosChristopher M. ClarkRobi PolikarPublished in: ICASSP (5) (2005)
Keyphrases
- early diagnosis
- wavelet analysis
- multiresolution
- computer aided diagnosis
- computer aided
- early stage
- wavelet transform
- training data
- training set
- disease diagnosis
- early detection
- medical treatment
- support vector
- feature selection
- wavelet coefficients
- prostate cancer
- decision trees
- ensemble methods
- cardiovascular disease
- machine learning methods
- medical images
- infectious disease
- subband
- image compression
- neural network
- liver disease
- learning algorithm
- lung cancer
- svm classifier
- detection method
- feature set
- preprocessing