Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging

Keyphrases

• Neural Network 100%
• Medical Imaging 100%
• Labeled Data 100%
• Multimodal Pre-training 100%
• Text Report 100%
• Performance Improvement 50%
• Learning Environment 50%
• Classification Task 50%
• Medical Records 50%
• Clinical Practice 50%
• Transfer Learning 50%
• Feature Extractor 50%
• Neural Network Training 50%
• Reliable Performance 50%
• Matching Task 50%
• Text Similarity 50%
• Imaging Reports 50%
• Weak Supervision 50%
• Imaging Task 50%
• Image Interpretation 50%

Computer Science

• Neural Network 100%
• Medical Imaging 100%
• Labeled Example 100%
• Transfer Learning 50%
• Performance Improvement 50%
• Classification Task 50%
• Medical Record 50%
• Neural Network Training 50%
• Image Interpretation 50%