Bayesian scalar-on-image regression with application to association between intracranial DTI and cognitive outcomes

Keyphrases

• Diffusion Tensor Imaging 100%
• Functional Regression 100%
• Cognitive Outcome 100%
• Imaging Results 100%
• Cognitive Impairment 33%
• Simulation Study 33%
• White Matter 33%
• Fractional Anisotropy 33%
• Cross-sectional Sample 33%
• Hierarchical Bayesian Model 33%
• Multiple Sclerosis Treatment 33%
• Brain Pathways 33%
• Association Map 33%
• In Vivo Quantification 33%
• Ill-posed Nature 33%
• Spatial Prior 33%
• Spatial Continuity 33%
• Water Diffusion 33%
• Binary Map 33%
• Clinical Disability 33%
• Prior Structure 33%

Mathematics

• Tensor 100%
• Bayesian 100%
• Scalar 100%
• Voxel 66%
• Simulation Study 33%
• Effect Size 33%

Neuroscience

• Diffusion Tensor Imaging 100%
• In Vivo 33%
• Cognitive Disorders 33%
• Multiple Sclerosis 33%
• Fractional Anisotropy 33%