S. Gayathri

A lightweight CNN for Diabetic Retinopathy classification from fundus images

S. Gayathri, Varun P. Gopi, P. Palanisamy · Biomedical Signal Processing and Control · 2020 · 198 citations

Dermoscopic Image, Convolutional Neural Network, Image Classification +11

OctNET: A Lightweight CNN for Retinal Disease Classification from Optical Coherence Tomography Images

A P Sunija, Saikat Kar, S. Gayathri et al. · Computer Methods and Programs in Biomedicine · 2020 · 133 citations

Lightweight Cnn, Image Classification, Convolutional Neural Network +12

Diabetic retinopathy classification based on multipath CNN and machine learning classifiers

S. Gayathri, Varun P. Gopi, P. Palanisamy · Physical and Engineering Sciences in Medicine · 2021 · 106 citations

Convolutional Neural Network, Image Classification, Machine Vision +14

Automated Binary and Multiclass Classification of Diabetic Retinopathy Using Haralick and Multiresolution Features

S. Gayathri, Adithya K. Krishna, Varun P. Gopi et al. · IEEE Access · 2020 · 85 citations · Full text

Engineering, Feature Detection, Machine Learning +20

Automated classification of diabetic retinopathy through reliable feature selection

S. Gayathri, Varun P. Gopi, P. Palanisamy · Physical and Engineering Sciences in Medicine · 2020 · 50 citations

Diabetic Retinopathy, Image Analysis, Engineering +8