Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis

Keyphrases

• Spatiotemporal 100%
• Self-similarity 100%
• Neuroimage Analysis 100%
• Image-to-image 100%
• Spatio-temporal Learning 100%
• Image Acquisition 50%
• Image Features 50%
• Temporal Change 50%
• Invalid 50%
• Longitudinal Data 50%
• Clinical Trial Design 50%
• Neurodegenerative 50%
• High Performance 50%
• Subject-specific 50%
• Segmentation Problem 50%
• Single Image 50%
• Intra-subject Correlation 50%
• Learning Methods 50%
• Intra-subject 50%
• Longitudinal Images 50%
• Relevant Images 50%
• Consistency Regularization 50%
• Current Self 50%
• Downstream Task 50%
• Infant Brain MRI 50%
• Supervised Techniques 50%
• Degenerate Representation 50%
• Spatial Self 50%
• Image Scale 50%
• Segmentation Consistency 50%
• Degenerate Solution 50%
• Self-supervised Segmentation 50%
• Self-supervised Method 50%
• Temporal Self-similarities 50%
• Medical Computer Vision 50%

Computer Science

• Regularization 100%
• Representation Learning 100%
• image feature 50%
• Segmentation Task 50%
• Image Acquisition 50%
• Supervised Method 50%
• Medical Computer 50%
• Temporal Change 50%
• Supervised Technique 50%
• Computer Vision 50%