Multimodal magnetic resonance imaging for Alzheimer's disease diagnosis using hybrid features extraction and ensemble support vector machines.
Latifa HouriaNoureddine BelkhamsaAssia CherfaYazid CherfaPublished in: Int. J. Imaging Syst. Technol. (2023)
Keyphrases
- magnetic resonance imaging
- features extraction
- disease diagnosis
- support vector
- medical images
- mri data
- magnetic resonance images
- computer aided diagnosis
- early diagnosis
- mri images
- medical imaging
- comparative analysis
- feature extraction
- feature selection
- automatic classification
- character recognition
- wavelet transform
- kernel function
- fully automatic
- logistic regression
- medical image analysis
- extracted features
- image data
- multiresolution
- training set
- pattern recognition
- decision trees
- machine learning