Dictionary Learning Informed Deep Neural Network with Application to OCT Images
Structure-aware Noise Reduction Generative Adversarial Network for Optical Coherence Tomography Image
Region-Based Segmentation of Capillary Density in Optical Coherence Tomography Angiography
An amplified-target loss approach for photoreceptor layer segmentation in pathological OCT scans
Foveal avascular zone segmentation in clinical routine fluorescein angiographies using multitask learning
Guided M-Net for High-resolution Biomedical Image Segmentation with Weak Boundaries
3D-CNN for Glaucoma Detection using Optical Coherence Tomography
Semi-supervised Adversarial Learning for Diabetic Retinopathy Screening
Shape Decomposition of Foveal Pit Morphology using Scan Geometry Corrected OCT
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography
Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal Images
Robust Optic Disc Localization by Large Scale Learning
The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detections
Fundus Image based Retinal Vessel Segmentation Utilizing A Fast and Accurate Fully Convolutional Network
Network pruning for OCT image classification
An improved MPB-CNN segmentation method for edema area and neurosensory retinal detachment in SD-OCT images
Encoder-Decoder Attention Network for Lesion Segmentation of Diabetic Retinopathy
Multi-Discriminator Generative Adversarial Networks for improved thin retinal vessel segmentation
Fovea Localization in Fundus Photographs by Faster R-CNN with Physiological Prior
Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network
Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-Instance Learning
Retinopathy Diagnosis using Semi-supervised Multi-channel Generative Adversarial Network.