Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches

Engineering & Materials Science

• Unsupervised learning 82%
• Supervised learning 76%
• Tumors 74%
• Deep learning 64%
• Learning algorithms 30%
• Computer aided diagnosis 29%
• Personalized medicine 17%
• Multi-task learning 16%
• Radiology 15%
• Transfer learning 14%
• Magnetic Resonance Imaging 13%
• Medical imaging 13%
• Convolutional neural networks 10%
• Labels 10%
• Computer vision 10%
• Support vector machines 9%
• Machine learning 8%
• Availability 8%

Medicine & Life Sciences

• Deep Learning 100%
• Learning 53%
• Lung 38%
• Neoplasms 23%
• Unsupervised Machine Learning 21%
• Supervised Machine Learning 19%
• Support Vector Machine 14%
• Machine Learning 13%
• Neoplasm Staging 13%
• Precision Medicine 13%
• Diagnostic Imaging 12%
• Radiology 12%
• Radiologists 11%
• Pancreas 10%
• Sensitivity and Specificity 9%
• Magnetic Resonance Imaging 8%
• Therapeutics 1%