Outlier-based Autism Detection using Longitudinal Structural MRI

Keyphrases

• Autism Spectrum Disorder Screening 100%
• Structural Magnetic Resonance Imaging (sMRI) 100%
• Autism Detection 100%
• Generative Adversarial Networks 60%
• Magnetic Resonance Imaging Scan 40%
• Detection Method 20%
• Training Data 20%
• Longitudinal Data 20%
• Effective Treatment 20%
• Training Model 20%
• Detection Framework 20%
• Clinical Evaluation 20%
• Structural Information 20%
• Autism Spectrum Disorder 20%
• Treatment Regimen 20%
• Outlier Detection 20%
• Cognitive Tests 20%
• Impact Detection 20%
• Sagittal 20%
• Detection Performance 20%
• Spatiotemporal Pattern 20%
• Reconstruction Loss 20%
• U-Net 20%
• Network Generator 20%
• Single-scan 20%
• ABIDE II 20%
• Loss Computation 20%
• Structural Brain Connectivity 20%
• Model Reconstruction 20%
• Self-attention Generative Adversarial Networks 20%
• Training Loss 20%

Engineering

• Metrics 100%
• Discriminator 100%
• Healthy Subject 100%
• Detection Performance 100%
• Structural Disorder 100%
• Outlier Detection 100%

Computer Science

• Generative Adversarial Networks 100%
• Adjacent Slice 50%
• Discriminator 25%
• Training Data 25%
• Longitudinal Data 25%
• Sectional Data 25%
• Healthy Subject 25%
• Detection Performance 25%
• Training Model 25%
• Outlier Detection 25%
• Treatment Regimen 25%
• Effective Treatment 25%
• Impact Detection 25%