Lens structure segmentation from AS-OCT images via shape-based learning

Keyphrases

• Accurate Diagnosis 16%
• Accurate Segmentation 16%
• Anterior Segment Optical Coherence Tomography (AS-OCT) 100%
• Binary Classification 16%
• Cataract 16%
• Classification Task 16%
• Convexity Shape Prior 16%
• Convolutional Neural Network 16%
• Cortex 100%
• Deep Learning 16%
• Deep Learning Framework 33%
• Euclidean Distance 33%
• Euclidean Distance Measure 33%
• Eyeball 16%
• Image Data 16%
• Learning Design 16%
• Learning Procedure 16%
• Learning Process 16%
• Lens Cortex 16%
• Lens nucleus 16%
• Lens Structure 100%
• Level Set Function 66%
• Loss Function 50%
• Mean Intersection over Union 33%
• Novel Shape 50%
• Object Boundary 16%
• Ocular Disorders 16%
• Ocular Structures 16%
• Optical Coherence Tomography Images 100%
• Performance Improvement 16%
• Pixel Classification 16%
• Precise Annotation 16%
• Presbyopia 16%
• Refractive Media 16%
• Regression Task 16%
• Segmentation Problem 16%
• Shape Prior 33%
• Shape Prior Information 16%
• Shape-based 100%
• State-of-the-art Models 33%
• State-of-the-art Techniques 16%
• Structure Segmentation 100%
• U-Net 16%
• Zero Level Set 33%

Computer Science

• Annotation 25%
• Binary Classification 25%
• Classification Task 25%
• Convolutional Neural Network 25%
• Deep Learning 75%
• Distance Measure 25%
• Distance Metric 25%
• Euclidean Distance 100%
• Learning Framework 50%
• Learning Process 25%
• Level Set Function 100%
• Object Boundary 25%
• Regression Task 25%
• Segmentation Task 25%
• Shape Information 25%
• U-Net 25%