Three dimensional convolutional neural network-based classification of conduct disorder with structural MRI

Keyphrases

• Neural Network Classifier 100%
• Three-dimensional Convolutional Neural Network 100%
• Conduct Disorder 100%
• Structural Magnetic Resonance Imaging (sMRI) 100%
• Healthy Controls 37%
• AlexNet 37%
• Deep Learning Methods 25%
• High-resolution 12%
• Support Vector Machine 12%
• Brain Regions 12%
• Convolutional Neural Network 12%
• Saliency Map 12%
• Area under the ROC Curve 12%
• Area under the Receiver Operating Characteristic Curve 12%
• Classification Performance 12%
• Receiver Operating Characteristic Curve 12%
• Classification Results 12%
• Convolutional Neural Network Model 12%
• Support Vector Machine Model 12%
• 5-fold Cross Validation 12%
• Convolutional Layer 12%
• Frontal Lobe 12%
• Psychiatric Disorders 12%
• High-dimensional Features 12%
• Hidden Features 12%
• Higher Classification 12%
• AlexNet Neural Network 12%
• Feature Visualization 12%
• Occipital Lobe 12%
• Magnetic Resonance Imaging Features 12%
• Parietal Lobe 12%
• 3D AlexNet 12%
• Long-term Burden 12%
• Disorder Control 12%
• Neuroimaging Data 12%
• Superior Temporal Gyrus 12%

Neuroscience

• Conduct Disorder 100%
• Structural Magnetic Resonance Imaging 62%
• Parietal Lobe 12%
• Occipital Lobe 12%
• Superior Temporal Gyrus 12%