Deriving statistical significance maps for support vector regression using medical imaging data

Keyphrases

• Statistical Significance 100%
• Least Squares Support Vector Regression (LSSVR) 100%
• Significance Map 100%
• Medical Imaging Data 100%
• Permutation Testing 80%
• Regression Analysis 40%
• Large Set 20%
• Imaging Data 20%
• Permutation Test 20%
• Neuroimaging 20%
• Computation Time 20%
• Pathological Process 20%
• Medical Image Analysis 20%
• Support Vector Classification 20%
• Null Model 20%
• Support Vector Regression Algorithm 20%

Mathematics

• Statistical Significance 100%
• Support Vector Machine 100%
• Permutation 57%
• Approximates 28%
• Regression Model 28%
• Null 28%
• Permutation Test 14%
• Open Problem 14%

Engineering

• Significance Map 100%
• Support Vector Machine 100%
• Image Analysis 14%
• Medical Image 14%
• Experimental Result 14%
• Computational Time 14%
• Continuo 14%