Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging, Molecular and Demographic Data

Mathematics

• Chemotherapy 75%
• Breast Cancer 70%
• Imaging 62%
• Learning 51%
• Prediction 45%
• Tumor 18%
• Concatenation 13%
• Metastasis 8%
• Predictive Model 7%
• Specificity 6%
• Segmentation 6%
• Planning 5%
• Adjustment 5%
• Likely 5%
• Model 5%
• Neural Networks 5%
• Predict 5%
• Likelihood 4%
• Multiplication 4%
• Minimise 4%
• Interaction 4%
• Subset 3%
• Standards 3%

Engineering & Materials Science

• Molecular imaging 100%
• Chemotherapy 85%
• Deep learning 50%
• Magnetic resonance imaging 44%
• Tumors 43%
• Imaging techniques 32%
• Convolutional neural networks 12%
• Planning 9%