Style transformation and distance map guided nucleus instance segmentation via multi task learning

Keyphrases

• Distance Map 100%
• Nuclei Instance Segmentation 100%
• Style Transformation 100%
• Overlapping nuclei 66%
• Stain Variability 66%
• Dual Head 33%
• Map Prediction 33%
• Multi-task Learning Framework 33%
• Dilated Residual Block 33%
• Semantic Distance 33%
• Attention Gate 33%
• Stain Normalization 33%

Computer Science

• Instance Segmentation 100%
• Multitask Learning 100%
• Experimental Result 33%
• Image Segmentation 33%
• Superior Performance 33%
• Learning Framework 33%
• Segmentation Approach 33%
• Histopathological Image 33%
• Model Architecture 33%
• Generalization Ability 33%
• Range Dependency 33%