UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention

Keyphrases

• Uncertainty Estimation 100%
• Segmentation-based 100%
• Spatial Attention 100%
• Corneal Endothelial Cell Segmentation 100%
• Low Contrast 50%
• Uncertainty Maps 50%
• Region of Interest 25%
• State-of-the-art Techniques 25%
• Training Process 25%
• Clinical Parameters 25%
• First Use 25%
• Aleatory Uncertainty 25%
• Epistemic Uncertainty 25%
• Microscope Image 25%
• Bayesian Approximation 25%
• Ambiguous Region 25%

Engineering

• Spatial Attention 100%
• Experimental Result 25%
• State-of-the-Art Method 25%
• Region of Interest 25%
• Aleatoric Uncertainty 25%
• Epistemic Uncertainty 25%