Ensemble Convolutional Neural Networks With Support Vector Machine for Epilepsy Classification Based on Multi-Sequence of Magnetic Resonance Images.
Irwan Budi SantosoYudhi AdriantoAnggraini Dwi SensusiatiDiah Puspito WulandariI. Ketut Eddy PurnamaPublished in: IEEE Access (2022)
Keyphrases
- magnetic resonance images
- support vector machine
- feature selection
- convolutional neural networks
- svm classifier
- majority voting
- training set
- support vector
- ensemble classifier
- feature vectors
- support vector machine svm
- eeg signals
- multi class
- training data
- mr images
- pattern recognition
- medical images
- magnetic resonance imaging
- white matter
- brain tissue
- machine learning
- brain mri
- medical imaging
- decision trees
- feature extraction
- feature space
- ensemble methods
- partial volume
- high resolution
- mri data
- kernel function
- diffusion weighted
- neural network
- temporal lobe epilepsy
- image data
- small sample
- face recognition
- eeg data
- decision forest