Nuclear cataract classification in anterior segment OCT based on clinical global–local features

Keyphrases

• Anterior Segment OCT 100%
• Anterior Segment Optical Coherence Tomography (AS-OCT) 80%
• Blindness 20%
• Cataract Patients 20%
• Cataract Surgery 20%
• Classification Framework 20%
• Clinical Knowledge 20%
• Clinical Research 20%
• Comparative Analysis 20%
• Correlation Relationship 20%
• Early Intervention 20%
• Early-onset Cataract 20%
• Elimination Method 20%
• Feature Extraction 20%
• Feature Extraction Methods 40%
• Feature Importance Analysis 20%
• Feature Region Extraction 20%
• Image-based 20%
• Intervention Surgery 20%
• Logistic Regression 20%
• Mean Density 20%
• Method Characteristics 20%
• Non-invasive Way 20%
• Nuclear Cataract 100%
• Nuclear Cataract Classification 100%
• Ocular Diseases 20%
• Opacity 40%
• Optimization Methods 20%
• Pearson Correlation Coefficient 20%
• Performance Comparison 20%
• Quality of Life 20%
• Quality of Vision 20%
• Recursive Feature Elimination 20%
• Severity Level 20%
• Tomography Image 60%
• Tomography Imaging 20%
• Vision Impairment 20%

Engineering

• Based Feature Extraction 50%
• Feature Extraction 100%
• Optimization Method 50%
• Pearsons Linear Correlation Coefficient 50%
• Recursive 50%
• Severity Level 50%

Computer Science

• Classification Framework 33%
• Elimination Method 33%
• Feature Extraction 100%
• Logistic Regression 33%
• Pearson Correlation Coefficient 33%
• Performance Comparison 33%
• Vision Impairment 33%