Complexity-Efficient Deep Learning for Breast Cancer Detection Using BI-RADS Descriptors

Keyphrases

• Reporting System 100%
• Cancer Detection 100%
• Data Systems 100%
• Breast Imaging Reporting 100%
• System Descriptors 100%
• Efficient Deep Learning 100%
• Breast Cancer Detection 42%
• Deep Learning 28%
• Performance Improvement 14%
• Unified Model 14%
• Clinical Practice 14%
• Radiologists 14%
• System Integration 14%
• Image Features 14%
• Lexicon 14%
• Expert Knowledge 14%
• State-of-the-art Techniques 14%
• Mammography 14%
• Deep Learning Model 14%
• Diagnostic Accuracy 14%
• Mammogram 14%
• Lesion Types 14%
• Evaluation Metrics 14%
• Performance Gains 14%
• Image Dataset 14%
• Mediolateral Oblique 14%
• Complex Image 14%
• Architectural Complexity 14%
• Deep Visual Representations 14%
• Tree-based 14%
• Cranio-caudal 14%
• Semantic Descriptor 14%
• Breast Cancer Detection System 14%

Computer Science

• Deep Learning Method 100%
• Cancer Diagnosis 100%
• descriptor system 100%
• image feature 20%
• Domain Knowledge 20%
• Fundamental Question 20%
• Performance Gain 20%
• Expert Knowledge 20%
• Visual Representation 20%
• Deep Learning Model 20%
• Evaluation Metric 20%
• Data Integration System 20%
• Dedicated Architecture 20%