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Ophthalmic Medical Image Analysis [2020]
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Bio-inspired Attentive Segmentation of Retinal OCT Imaging
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DR Detection Using Optical Coherence Tomography Angiography (OCTA): A Transfer Learning Approach with Robustness Analysis
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What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?
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DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images
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Encoder-Decoder Networks for Retinal Vessel Segmentation Using Large Multi-scale Patches
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Retinal Image Quality Assessment via Specific Structures Segmentation
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Cascaded Attention Guided Network for Retinal Vessel Segmentation
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Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography
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Automated Detection of Diabetic Retinopathy from Smartphone Fundus Videos
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Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder
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Multi-level Light U-Net and Atrous Spatial Pyramid Pooling for Optic Disc Segmentation on Fundus Image
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An Interactive Approach to Region of Interest Selection in Cytologic Analysis of Uveal Melanoma Based on Unsupervised Clustering
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Retinal OCT Denoising with Pseudo-Multimodal Fusion Network
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Deep-Learning-Based Estimation of 3D Optic-Nerve-Head Shape from 2D Color Fundus Photographs in Cases of Optic Disc Swelling
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Weakly Supervised Retinal Detachment Segmentation Using Deep Feature Propagation Learning in SD-OCT Images
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A Framework for the Discovery of Retinal Biomarkers in Optical Coherence Tomography Angiography (OCTA)
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An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network
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Weakly-Supervised Lesion-Aware and Consistency Regularization for Retinitis Pigmentosa Detection from Ultra-Widefield Images
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A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement
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Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning
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Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification