Multivariate pattern classification of pediatric Tourette syndrome using functional connectivity MRI

Keyphrases

• Pediatric 100%
• Tourette Syndrome 100%
• Multivariate Pattern Classification 100%
• Functional Connectivity Magnetic Resonance Imaging (fcMRI) 100%
• Support Vector Machine 60%
• Multivariate Methods 40%
• Group Membership 40%
• Overall Accuracy 20%
• Diagnosis-related Groups 20%
• Group Differences 20%
• Treatment Outcome 20%
• Treatment Efficacy 20%
• Prognosis Prediction 20%
• Binary Classification 20%
• Phonic Tic 20%
• Motor Tics 20%
• Brain Diseases 20%
• Accuracy Rate 20%
• Methodological Support 20%
• Prognosis Outcome 20%
• Support Vector Machine Classification 20%
• Accurate Classification 20%
• Confidence Measure 20%
• Resting-state Functional MRI 20%
• Resting-state Functional Connectivity 20%
• Novelty Adaptation 20%
• Brain Network Activity 20%
• Univariate Test 20%

Neuroscience

• Magnetic Resonance Imaging 100%
• Tourette Syndrome 100%
• Functional Connectivity 100%
• Pediatrics 100%
• Support Vector Machine 80%
• Resting-State Functional Connectivity 40%
• Brain Network 20%
• Brain Disease 20%
• Psychopathology 20%