Instance-Aware Self-supervised Learning for Nuclei Segmentation

Keyphrases

• Annotated Dataset 25%
• Challenging Tasks 25%
• Computational Pathology 25%
• Convolutional Neural Network 25%
• Deep Learning Segmentation 25%
• Feature Representation 25%
• Instance Segmentation 25%
• Instance-aware 100%
• Jaccard Index 25%
• Learning Framework 25%
• Neural Network 25%
• Nuclei Instance Segmentation 50%
• Nuclei Segmentation 100%
• Nucleus Size 25%
• Pathologist 25%
• Publicly Available 25%
• Segmentation Accuracy 25%
• Segmentation Approach 25%
• Segmentation Problem 25%
• Self-supervised Learning 100%
• Supervised Learning Method 25%
• Training Data 25%
• Triplet Learning 25%
• U-Net 25%

Computer Science

• Convolutional Neural Network 25%
• Deep Learning 25%
• Experimental Result 25%
• Instance Segmentation 75%
• Learning Approach 25%
• Learning Framework 25%
• Neural Network 25%
• New-State 25%
• segmentation accuracy 25%
• Segmentation Approach 25%
• Segmentation Task 25%
• Self-Supervised Learning 100%
• Training Data 25%