Evaluation of Learning Approaches Based on Convolutional Neural Networks for Mammogram Classification

Mathematics

• Mammogram 100%
• Neural Networks 54%
• Learning 52%
• Evaluation 42%
• Observer 25%
• Transfer Learning 21%
• Computer-aided Diagnosis 21%
• Mammography 19%
• Learning Strategies 19%
• Multi-class Classification 17%
• Clipping 17%
• Network Architecture 17%
• Expertise 16%
• Binary Classification 15%
• Convergence Time 15%
• Multi-class 14%
• Breast Cancer 14%
• Performance 13%
• Screening 12%
• Training 12%
• Vision 11%
• Fold 10%
• Evaluate 9%
• Configuration 9%
• Gradient 8%
• Binary 8%
• Class 6%

Engineering & Materials Science

• Convolutional neural networks 52%
• Mammography 10%
• Computer aided diagnosis 10%
• Network architecture 7%
• Screening 7%