Automatic diagnosis of diabetic retinopathy with the aid of adaptive average filtering with optimized deep convolutional neural network

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

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

Dimension reduction of image deep feature using PCA

(2019) Ji Ma et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Detection of microaneurysms using ant colony algorithm in the early diagnosis of diabetic retinopathy

(2019) Turab SELÇUK et al.   MEDICAL HYPOTHESES

Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening

(2019) Tao Li et al.   INFORMATION SCIENCES

Early detection of diabetic retinopathy

(2018) Hamid Safi et al.   SURVEY OF OPHTHALMOLOGY

Grey Wolf optimisation-based feature selection and classification for facial emotion recognition

(2018) Ninu Preetha Nirmala Sreedharan et al.   IET Biometrics

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

Diabetic gut microbiota dysbiosis as an inflammaging and immunosenescence condition that fosters progression of retinopathy and nephropathy

(2018) Rosa Fernandes et al.   BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE

Deep convolutional neural networks for diabetic retinopathy detection by image classification

(2018) Shaohua Wan et al.   COMPUTERS & ELECTRICAL ENGINEERING

Severity analysis of diabetic retinopathy in retinal images using hybrid structure descriptor and modified CNNs

(2018) C. Mahiba et al.   MEASUREMENT

Deep image mining for diabetic retinopathy screening

(2017) Gwenolé Quellec et al.   MEDICAL IMAGE ANALYSIS

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Red Lesion Detection Using Dynamic Shape Features for Diabetic Retinopathy Screening

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

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Automated Analysis of Retinal Images for Detection of Referable Diabetic Retinopathy

(2013) Michael D. Abràmoff et al.   JAMA Ophthalmology

Retinal image analysis aimed at blood vessel tree segmentation and early detection of neural-layer deterioration

(2012) J. Jan et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading

(2012) B. Antal et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A novel method for image retrieval based on structure elements’ descriptor

(2012) Xingyuan Wang et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Image retrieval based on micro-structure descriptor

(2011) Guang-Hai Liu et al.   PATTERN RECOGNITION

A Successive Clutter-Rejection-Based Approach for Early Detection of Diabetic Retinopathy

(2010) K Ram et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Multiscale AM-FM Methods for Diabetic Retinopathy Lesion Detection

(2010) C. Agurto et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Simplifying Particle Swarm Optimization

(2009) M.E.H. Pedersen et al.   APPLIED SOFT COMPUTING

A Modified Matched Filter With Double-Sided Thresholding for Screening Proliferative Diabetic Retinopathy

(2009) Lei Zhang et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE