Detection of exudates in fundus photographs with imbalanced learning using conditional generative adversarial network

Effective data generation for imbalanced learning using conditional generative adversarial networks

(2018) Georgios Douzas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network

(2017) Jen Hong Tan et al.   INFORMATION SCIENCES

Detection of exudates in fundus photographs using deep neural networks and anatomical landmark detection fusion

(2016) Pavle Prentašić et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A novel method for retinal exudate segmentation using signal separation algorithm

(2016) Elaheh Imani et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automated lesion detectors in retinal fundus images

(2015) I.N. Figueiredo et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Exudate segmentation in fundus images using an ant colony optimization approach

(2015) Carla Pereira et al.   INFORMATION SCIENCES

Deep learning

(2015) Yann LeCun et al.   NATURE

Automated detection of exudates and macula for grading of diabetic macular edema

(2014) M. Usman Akram et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automatic exudate detection by fusing multiple active contours and regionwise classification

(2014) Balazs Harangi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Exudate detection in color retinal images for mass screening of diabetic retinopathy

(2014) Xiwei Zhang et al.   MEDICAL IMAGE ANALYSIS

FEEDBACK ON A PUBLICLY DISTRIBUTED IMAGE DATABASE: THE MESSIDOR DATABASE

(2014) Etienne Decencière et al.   Image Analysis & Stereology

A Multiscale Optimization Approach to Detect Exudates in the Macula

(2014) Carla Agurto et al.   IEEE Journal of Biomedical and Health Informatics

Statistical atlas based exudate segmentation

(2013) Sharib Ali et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Causes of vision loss worldwide, 1990–2010: a systematic analysis

(2013) Rupert R A Bourne et al.   Lancet Global Health

Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images

(2012) Li Tang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated Identification of Exudates and Optic Disc Based on Inverse Surface Thresholding

(2011) Haniza Yazid et al.   JOURNAL OF MEDICAL SYSTEMS

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

(2011) Luca Giancardo et al.   MEDICAL IMAGE ANALYSIS

A coarse-to-fine strategy for automatically detecting exudates in color eye fundus images

(2009) Daniel Welfer et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Automatic detection of diabetic retinopathy exudates from non-dilated retinal images using mathematical morphology methods

(2008) Akara Sopharak et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A novel automatic image processing algorithm for detection of hard exudates based on retinal image analysis

(2007) Clara I. Sánchez et al.   MEDICAL ENGINEERING & PHYSICS