Ensemble Convolutional Neural Networks With Support Vector Machine for Epilepsy Classification Based on Multi-Sequence of Magnetic Resonance Images

Keyphrases

• Multi-sequence 100%
• Magnetic Resonance Imaging 100%
• Classification Basis 100%
• Support Vector Machine 100%
• Epilepsy 100%
• Epilepsy Classification 100%
• Ensemble Convolutional Neural Networks 100%
• Convolutional Neural Network Model 33%
• Brain Abnormalities 33%
• Learner Model 33%
• Learning Process 16%
• Performance Improvement 16%
• Neurologist 16%
• Brain Structure 16%
• Convolutional Neural Network Architecture 16%
• Accuracy Improvement 16%
• F1 Score 16%
• Existing Algorithms 16%
• Low Parameters 16%
• Majority Voting 16%
• Weighted Majority Voting 16%
• Proposed Architecture 16%
• Structural Brain Abnormalities 16%
• Abnormality Classification 16%
• Meta-learning 16%

Computer Science

• Support Vector Machine 100%
• Convolutional Neural Network 100%
• Neural Network Model 40%
• Majority Voting 40%
• Average Accuracy 20%
• Learning Process 20%
• Experimental Result 20%
• Performance Improvement 20%
• Neural Network Architecture 20%
• Weighted Average 20%
• Brain Structure 20%
• Meta-Learning 20%

Neuroscience

• Neural Network 100%
• Magnetic Resonance Imaging 100%
• Support Vector Machine 100%
• Brain Abnormalities 33%