A generative-discriminative basis learning framework to predict clinical severity from resting state functional MRI data

Mathematics

• Functional Magnetic Resonance Imaging 100%
• Correlation Matrix 85%
• Predict 67%
• Learning 66%
• Dimensionality Reduction 47%
• Matrix Factorization 45%
• Nonlinear Regression 42%
• Framework 41%
• Disorder 41%
• Cross-validation 41%
• Coefficient 36%
• Linear regression 35%
• Fold 33%
• Non-negative 25%
• Model 23%
• Decompose 23%
• Demonstrate 21%

Engineering & Materials Science

• Magnetic Resonance Imaging 82%
• Dimensionality reduction 39%
• Linear regression 36%
• Factorization 36%