Exploring Entropy-based Active Learning for Fair Brain Segmentation

Computer Science

• Active Learning 100%
• Entropy 100%
• Image Segmentation 37%
• Classification Task 12%
• Learning Framework 12%
• Selection Strategy 12%
• Sensitive Attribute 12%
• Performance Metric 12%
• U-Net 12%
• Constrained Environment 12%

Social Sciences

• Entropy 100%
• Image Segmentation 75%
• Learning Method 25%
• Learning Strategy 25%
• Variance 25%
• Magnetic Resonance Imaging 25%
• U-Net 25%

Keyphrases

• Left Caudate 40%
• Performance Disparities 40%
• Current Group 20%
• Bias Setting 20%
• Scaling Entropy 20%
• Learning Cycle 20%
• Active Learning Strategies 20%
• Weighted Entropy 20%
• Fairness-aware 20%
• Performance Fairness 20%