Developing novel weighted correlation kernels for convolutional neural networks to extract hierarchical functional connectivities from fMRI for disease diagnosis

Mathematics

• Functional Magnetic Resonance Imaging 100%
• Brain 79%
• Neural Networks 68%
• Connectivity 66%
• kernel 49%
• Network Connectivity 45%
• Pearson Correlation 41%
• Higher Order 31%
• Correlation coefficient 31%
• Interaction 20%
• Alzheimer's Disease 20%
• Data-driven 16%
• Weighting 14%
• Learning 13%
• Time series 13%
• Observation 9%
• Performance 8%
• Framework 8%
• Model 4%

Engineering & Materials Science

• Magnetic Resonance Imaging 82%
• Convolutional neural networks 66%
• Brain 60%
• Conveying 16%
• Time series 12%