Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms

Keyphrases

• Schizophrenia 100%
• Diffeomorphism 100%
• Predictive Modeling 100%
• Modelling Learning 100%
• Large Deformation Diffeomorphic Metric Mapping (LDDMM) 100%
• Image Registration 100%
• Predictive Models 50%
• Machine Learning 50%
• Classification Accuracy 50%
• Registration Accuracy 50%
• Model Fidelity 50%
• Decision Function 50%
• Subcortical Shape 50%
• Synthetic Data 50%
• Learning Context 50%
• Parameter Selection 50%
• Differential Operator 50%
• Riemannian Metric 50%
• Mapping Framework 50%
• Classification Problem 50%
• Expectation Maximization 50%
• Registration Problem 50%
• Metric Optimization 50%
• Kernel Parameter 50%
• Fisher Linear Discriminant Analysis 50%
• ROC-AUC 50%
• Groupwise Registration 50%
• Hinge Loss 50%

Computer Science

• Synthetic Datasets 100%
• Linear Discriminant Analysis 100%
• Kernel Parameter 100%
• Registration Quality 100%
• Predictive Model 100%
• Classification Accuracy 100%
• Classification Problem 100%
• Machine Learning 100%
• Learning System 100%

Mathematics

• Diffeomorphism 100%
• Predictive Modeling 100%
• Predictive Model 50%
• Differential Operator 50%
• Classification Problem 50%
• Discriminant Analysis 50%
• Decision Function 50%