Simple methods for the lesion detection and severity grading of diabetic retinopathy by image processing and transfer learning

Risk of Blindness Among Patients With Diabetes and Newly Diagnosed Diabetic Retinopathy

(2021) Charles C. Wykoff et al.   DIABETES CARE

Ensemble Deep Learning for Diabetic Retinopathy Detection Using Optical Coherence Tomography Angiography

(2020) Morgan Heisler et al.   Translational Vision Science & Technology

A lightweight CNN for Diabetic Retinopathy classification from fundus images

(2020) Gayathri S. et al.   Biomedical Signal Processing and Control

Diabetic retinopathy detection through artificial intelligent techniques: a review and open issues

(2019) Uzair Ishtiaq et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Automated identification and grading system of diabetic retinopathy using deep neural networks

(2019) Wei Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Diabetic retinopathy detection using red lesion localization and convolutional neural networks

(2019) Gabriel Tozatto Zago et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Algorithms for red lesion detection in Diabetic Retinopathy: A review

(2018) R.S. Biyani et al.   BIOMEDICINE & PHARMACOTHERAPY

Diabetic retinopathy techniques in retinal images: A review

(2018) Nadeem Salamat et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Red Lesion Detection Using Dynamic Shape Features for Diabetic Retinopathy Screening

(2016) Lama Seoud et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images

(2016) Mark J. J. P. van Grinsven et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Global estimates of diabetes prevalence for 2013 and projections for 2035

(2013) L. Guariguata et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Retinal Microaneurysm Detection Through Local Rotating Cross-Section Profile Analysis

(2012) Istvan Lazar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING