Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI

Keyphrases

• Diffusion Magnetic Resonance Imaging (dMRI) 100%
• Deep Cerebellar nuclei 100%
• Contextual Learning 100%
• Interposed nucleus 100%
• Nuclei Segmentation 100%
• Deep Context 100%
• Dentate nucleus 75%
• Patient-specific 50%
• Magnetic Resonance Imaging 50%
• Cerebellum 50%
• Deep Neural Network 50%
• Imaging Technology 25%
• Deep Brain Stimulation 25%
• Tesla 25%
• Recent Advances 25%
• Deep Learning Framework 25%
• Sensory Information 25%
• Unlabeled Data 25%
• Contextual Information 25%
• Cerebellar Dentate nucleus 25%
• Self-training 25%
• Image Patch 25%
• Dense Block 25%
• Stimulation Treatment 25%
• Imaging Protocol 25%
• Segmentation Tool 25%
• Atlas-based 25%
• Limited Labeled Data 25%
• Training Strategy 25%
• Hybrid Loss 25%
• Pooling Operation 25%
• Precise Segmentation 25%
• Highly Imbalanced Data 25%

Computer Science

• Cerebellar Deep Nucleus 100%
• Deep Neural Network 50%
• Contextual Information 25%
• Unlabeled Data 25%
• Learning Framework 25%
• Imbalanced Data 25%
• Limited Labeled Data 25%
• Motor Information 25%
• Experimental Result 25%
• Sensory Information 25%
• Deep Learning Method 25%
• Self-Training 25%