Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks

Keyphrases

• Machine Learning 100%
• Machine Learning Techniques 100%
• Autism Spectrum Disorder Screening 100%
• Autism Diagnosis 100%
• Cortical Morphological Networks 100%
• Classification Applications 100%
• Brain Network Classification 100%
• Autism Spectrum Disorder 66%
• T1-weighted Imaging 66%
• Brain Connectivity 66%
• Learning Diagnostic 66%
• Performance Metrics 33%
• Training Data 33%
• Morphological Changes 33%
• Functional Magnetic Resonance Imaging 33%
• Magnetic Resonance Imaging 33%
• Learning Settings 33%
• Brain Regions 33%
• Brain Magnetic Resonance Imaging 33%
• Diagnostic Methods 33%
• Neurological Diagnosis 33%
• Crowdsourcing 33%
• Diffusion Magnetic Resonance Imaging (dMRI) 33%
• Morphological Brain Network 33%
• Machine Learning Experiments 33%
• Diagnostic Framework 33%
• Network Neuroscience 33%
• Final Evaluation 33%
• Machine Learning pipelines 33%
• Design Machines 33%
• Kaggle Competition 33%

Neuroscience

• Pervasive Developmental Disorder 100%
• Brain Network 100%
• Autism 100%
• Magnetic Resonance Imaging 60%
• Functional Magnetic Resonance Imaging 20%
• Neuroscience 20%
• Nervous System Disorder 20%
• Diffusion MRI 20%