Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation

Engineering & Materials Science

• Transfer learning 90%
• Problem-Based Learning 87%
• Tuning 58%
• Convolutional neural networks 34%
• Imaging techniques 28%
• Ultrasonography 28%
• Deep learning 16%
• Costs 14%
• Health 13%

Medicine & Life Sciences

• Problem-Based Learning 100%
• Carotid Intima-Media Thickness 91%
• Machine Learning 86%
• Cardiovascular Diseases 18%
• Costs and Cost Analysis 15%
• Datasets 10%
• Ultrasonography 9%
• Research Personnel 8%