Deep learning resting state functional magnetic resonance imaging lateralization of temporal lobe epilepsy

Keyphrases

• Deep Learning 100%
• Resting-state Functional Magnetic Resonance Imaging (rs-fMRI) 100%
• Temporal Lobe Epilepsy 100%
• Seizure Onset Zone 83%
• Healthy Controls 66%
• Epilepsy Patients 66%
• Three-dimensional Convolutional Neural Network 50%
• Gradient-weighted Class Activation Mapping (Grad-CAM) 50%
• Non-invasive Method 33%
• Engel Class 33%
• Synthetic Noise 33%
• Seizure 16%
• Structural Magnetic Resonance Imaging (sMRI) 16%
• Surgical Decision Making 16%
• Frontal Region 16%
• Intractable Epilepsy 16%
• Dorsal Attention Network 16%
• Surgical Treatment 16%
• Novel Technique 16%
• Control Information 16%
• Resting-state Functional Connectivity (rs-FC) 16%
• Medial Temporal 16%
• Temporal Region 16%
• Parietal Area 16%
• Preoperative Surgical Planning 16%
• Subcortical Regions 16%
• Focal Epilepsy 16%
• Seizure Onset 16%
• Default Mode 16%
• Presurgical Planning 16%
• Training Samples 16%
• Postsurgical Outcomes 16%
• Refractory Seizures 16%
• Temporal Attention 16%
• Seizure Lateralization 16%
• Anatomical Predictors 16%
• Focal Sets 16%

Neuroscience

• Functional Magnetic Resonance Imaging 100%
• Temporal Lobe Epilepsy 100%
• Neural Network 50%
• Magnetic Resonance Imaging 16%
• Intractable Epilepsy 16%
• Decision-Making 16%
• Focal Epilepsy 16%