Deep Modeling of Growth Trajectories for Longitudinal Prediction of Missing Infant Cortical Surfaces

Keyphrases

• Accuracy Improvement 25%
• Brain Development 25%
• Convexity 25%
• Cortical Growth 75%
• Cortical Surface 100%
• Cortical Thickness 25%
• Curved Manifold 25%
• Deep Learning Model 25%
• Deep Modeling 100%
• Dropout 25%
• Graph Convolutional Neural Network 25%
• Growth Modeling 100%
• Growth Pattern 25%
• Growth Trajectory 100%
• Infant Cortical Surface 100%
• Longitudinal Data 50%
• Longitudinal Prediction 100%
• Loss Calculation 25%
• Missing Data 25%
• Multiple Time Points 25%
• Nonlinearity 25%
• Spatial Graph 25%
• Spatiotemporal 25%

Computer Science

• Convolutional Neural Network 50%
• Cortical Thickness 50%
• Curved Manifold 50%
• Deep Learning Model 50%
• Experimental Result 50%
• Graph Convolutional Network 50%
• Longitudinal Data 100%
• Paramount Importance 50%