A Deep Active Learning Framework with Information Guided Label Generation for Medical Image Segmentation

Keyphrases

• Medical Imaging 100%
• Medical Image Segmentation 100%
• Active Learning Framework 100%
• Label Generation 100%
• Deep Active Learning 100%
• Segmentation Model 50%
• Segmentation Labels 50%
• Organ Tissue 25%
• Natural Images 25%
• Multiple Organs 25%
• Image Features 25%
• Feature Clustering 25%
• Feature Extraction 25%
• Labeled Sample 25%
• Deduplication 25%
• Autoencoder 25%
• Optimal number 25%
• Knee Cartilage 25%
• Redundancy Removal 25%
• Breast Ultrasound 25%
• Image Entropy 25%
• Query Strategy 25%
• Mean-teacher 25%
• Segmentation Task 25%
• Learning-based Framework 25%

Computer Science

• Image Segmentation 100%
• Learning Framework 100%
• Deep Active Learning 100%
• Segmentation Model 66%
• Segmentation Label 66%
• image feature 33%
• deduplication 33%
• Experimental Result 33%
• Segmentation Task 33%
• Clustering Feature 33%
• Entropy 33%