Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation
Longitudinal detection of diabetic retinopathy early severity grade changes using deep learning
Intra-operative OCT (iOCT) Image Quality Enhancement: A Super-Resolution Approach using High Quality iOCT 3D Scans
Diabetic Retinopathy Detection based on Weakly Supervised Object Localization and Knowledge Driven Attribute Mining
FARGO: A Joint Framework for FAZ and RV Segmentation from OCTA Images
CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization
U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina
Radial U-Net: Improving DMEK Graft Detachment Segmentation in Radial AS-OCT Scans
Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation
Juvenile Refractive Power Prediction based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network
Peripapillary Atrophy Segmentation with Boundary Guidance
Are cardiovascular risk scores from genome and retinal image complementary? A deep learning investigation in a diabetic cohort
Dual-branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images
Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images
Multi-Modality Images Analysis: A Baseline for Glaucoma Grading via Deep Learning
Impact of data augmentation on retinal OCT image segmentation for diabetic macular edema analysis
Representation and Reconstruction of Image-Based Structural Patterns of Glaucomatous Defects Using Only Two Latent Variables from a Variational Autoencoder
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification
Attention Guided Slit Lamp Image Quality Assessment
Robust Retinal Vessel Segmentation from a Data Augmentation Perspective.