Deep-Learning-Based Semantic Labeling for 2D Mammography and Comparison of Complexity for Machine Learning Tasks

Medicine & Life Sciences

• Deep Learning 100%
• Breast Density 99%
• Machine Learning 82%
• Mammography 77%
• Area Under Curve 44%
• Breast 41%
• Datasets 28%
• Triage 20%
• Workflow 20%
• Diagnostic Imaging 18%
• Radiologists 16%
• ROC Curve 15%
• Databases 10%

Engineering & Materials Science

• Mammography 93%
• Labeling 70%
• Deep neural networks 70%
• Convolutional neural networks 65%
• Deep learning 64%
• Machine learning 53%
• Semantics 49%
• Tissue 17%
• Medical imaging 11%
• Large dataset 11%
• Screening 9%