Deep learning based computer-aided automatic prediction and grading system for diabetic retinopathy
Diabetic Retinopathy (DR) is a consequence of diabetes mellitus that results in damage to
the retina's blood vessel networks. It is now the major cause of irreversible blindness among …
the retina's blood vessel networks. It is now the major cause of irreversible blindness among …
Military object detection in defense using multi-level capsule networks
Automatic target detection plays a significant role during war operations. The concept
behind automatic target detection in war is military object recognition from the captured …
behind automatic target detection in war is military object recognition from the captured …
Deep learning enabled optimized feature selection and classification for grading diabetic retinopathy severity in the fundus image
AM Dayana, WRS Emmanuel - Neural Computing and Applications, 2022 - Springer
Diabetic Retinopathy (DR), one of the most progressive sight-threatening diseases caused
by the long-term diabetic condition, can lead to vision impairment and blindness later. Early …
by the long-term diabetic condition, can lead to vision impairment and blindness later. Early …
Image classification based on quaternion-valued capsule network
H Zhou, C Zhang, X Zhang, Q Ma - Applied Intelligence, 2023 - Springer
In this paper, a novel quaternion-valued (QV) capsule module is designed to construct QV
capsule networks for image classification. The quaternion algebra is introduced into the …
capsule networks for image classification. The quaternion algebra is introduced into the …
[PDF][PDF] Multiple Eye Disease Detection using Hybrid Adaptive Mutation Swarm Optimization and RNN
PG Subin, PM Kannan - … Journal of Advanced Computer Science and …, 2022 - academia.edu
The major cause of visual impairment in aged people is due to age related eye diseases
such as cataract, diabetic retinopathy, and glaucoma. Early detection of eye diseases is …
such as cataract, diabetic retinopathy, and glaucoma. Early detection of eye diseases is …
Deer Hunting Optimization with 3D-Convolutional Neural Network for Diabetic Retinopathy Classification Model
S Bapatla, J Harikiran - International Journal of Image and Graphics, 2024 - World Scientific
A retina disease caused by high glucose levels in the blood is called Diabetic Retinopathy
(DR) and is the world's leading cause of blindness. To avoid or delay vision degradation and …
(DR) and is the world's leading cause of blindness. To avoid or delay vision degradation and …