Connectivity-informed adaptive regularization for generalized outcomes

Keyphrases

• Eigenvector 100%
• Adaptive Regularization 100%
• Generalized Linear Regression 66%
• Structural Brain Connectivity 66%
• Structural Connectivity 33%
• Clinical Data 33%
• Imaging Modalities 33%
• Neuroimaging 33%
• Brain Structure 33%
• Challenging Problems 33%
• HIV+ 33%
• Dimensionality Reduction 33%
• Simulation Study 33%
• Regression Coefficient 33%
• Coefficient Estimates 33%
• Computational Issues 33%
• Testing Procedures 33%
• Mutual Information 33%
• Scalar 33%
• Regularization Method 33%
• Significance Testing 33%
• Principled Approach 33%
• Structure Feature 33%
• Penalty Term 33%
• External Information 33%
• Laplacian Matrix 33%
• Incomplete Information 33%

Computer Science

• Regularization 100%
• Eigenvector 100%
• Clinical Data 33%
• Brain Structure 33%
• Simulation Study 33%
• Testing Procedure 33%
• Imaging Modality 33%
• Mutual Information 33%
• Dimensionality Reduction 33%
• Regularization Method 33%
• Laplacian Matrix 33%
• Structural Connectivity 33%
• Incomplete Information 33%
• Estimated Coefficient 33%
• Regression Coefficient 33%

Mathematics

• Regularization 100%
• Eigenvector 100%
• Linear Regression 66%
• Simulation Study 33%
• Testing Procedure 33%
• Mutual Information 33%
• Regression Coefficient 33%
• Dimensionality Reduction 33%
• Incomplete Information 33%
• Laplacian Matrix 33%
• Estimated Coefficient 33%