Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays

Keyphrases

• X-ray 100%
• Anomaly Localization 100%
• Chest X-ray 50%
• Bounding Box 50%
• Point Annotation 50%
• Lesion Level 33%
• State-of-the-art Techniques 16%
• Regularization Term 16%
• Multipoint 16%
• Clinical Diagnosis 16%
• Radiologists 16%
• Thoracic Diseases 16%
• Instance-level 16%
• Weakly Annotated Data 16%
• Self-supervision 16%
• Marginal Annotations 16%
• Localization System 16%
• Chest X-ray Dataset 16%
• Fully-supervised 16%
• Annotation Cost 16%

Computer Science

• Annotation 100%
• Experimental Result 20%
• Regularization Term 20%
• Instance Level 20%