Tumor Segmentation in Patients with Head and Neck Cancers Using Deep Learning Based-on Multi-modality PET/CT Images

Mathematics

• CT Image 100%
• Segmentation 70%
• Tumor 61%
• Cancer 59%
• Learning 52%
• Similarity Coefficient 32%
• Dice 28%
• Radiotherapy 28%
• Leverage 24%
• Imaging 21%
• Architecture 21%
• Medical Image 14%
• Work Flow 13%
• Cross-entropy 13%
• 3D Model 13%
• Overfitting 13%
• Data Augmentation 12%
• Cross-validation 10%
• Truth 10%
• Loss Function 9%
• Model 9%
• Neural Networks 9%
• Fold 8%

Engineering & Materials Science

• Tumors 59%
• Deep learning 51%
• Radiotherapy 28%
• Imaging techniques 17%
• Oncology 15%
• Convolutional neural networks 10%
• Entropy 9%
• Personnel 8%