Discriminative kernel convolution network for multi-label ophthalmic disease detection on imbalanced fundus image dataset

BFENet: A two-stream interaction CNN method for multi-label ophthalmic diseases classification with bilateral fundus images

(2022) Xingyuan Ou et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Multi-label classification of fundus images with graph convolutional network and LightGBM

(2022) Kai Sun et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Applications of Deep Learning in Fundus Images: A Review

(2021) Tao Li et al.   MEDICAL IMAGE ANALYSIS

Multilevel feature fusion dilated convolutional network for semantic segmentation

(2021) Tao Ku et al.   International Journal of Advanced Robotic Systems

A novel ResNet101 model based on dense dilated convolution for image classification

(2021) Qi Zhang   SN Applied Sciences

Multi-class multi-label ophthalmological disease detection using transfer learning based convolutional neural network

(2020) Neha Gour et al.   Biomedical Signal Processing and Control

The SUSTech-SYSU dataset for automated exudate detection and diabetic retinopathy grading

(2020) Li Lin et al.   Scientific Data

Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images

(2018) U Raghavendra et al.   INFORMATION SCIENCES

A systematic study of the class imbalance problem in convolutional neural networks

(2018) Mateusz Buda et al.   NEURAL NETWORKS

Factors associated with changes in retinal microcirculation after antihypertensive treatment

(2013) P-R Antonio et al.   JOURNAL OF HUMAN HYPERTENSION

Exudate-based diabetic macular edema detection in fundus images using publicly available datasets

(2011) Luca Giancardo et al.   MEDICAL IMAGE ANALYSIS