A survey on deep-learning-based diabetic retinopathy classification

A Sebastian, O Elharrouss, S Al-Maadeed… - Diagnostics, 2023 - mdpi.com
The number of people who suffer from diabetes in the world has been considerably
increasing recently. It affects people of all ages. People who have had diabetes for a long …

A survey of automated data augmentation algorithms for deep learning-based image classification tasks

Z Yang, RO Sinnott, J Bailey, Q Ke - Knowledge and Information Systems, 2023 - Springer
In recent years, one of the most popular techniques in the computer vision community has
been the deep learning technique. As a data-driven technique, deep model requires …

Research progress and prospects of intelligent diabetes monitoring systems: a review

Y Zou, Z Chu, T Yang, J Guo, D Li - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
A comprehensive architecture for an intelligent diabetes monitoring system, covering various
components and their technologies is presented. Core aspects are systematically outlined …

Internet of Things and Deep Learning Enabled Diabetic Retinopathy Diagnosis Using Retinal Fundus Images

T Palaniswamy, M Vellingiri - IEEE Access, 2023 - ieeexplore.ieee.org
Recently, the Internet of Things (IoT) and computer vision technologies find useful in
different applications, especially in healthcare. IoT driven healthcare solutions provide …

Deep intelligent blockchain technology for securing IoT-based healthcare multimedia data

GM Karthik, AS Kalyana Kumar, AB Karri, NP Jagini - Wireless Networks, 2023 - Springer
Abstract Nowadays, Internet of Things (IoT) based applications are widely used in different
sectors because of their high mobility, low cost, and efficiency. However, the wide usage of …

A refined ResNet18 architecture with Swish activation function for Diabetic Retinopathy classification

S Sunkari, A Sangam, M Suchetha, R Raman… - … Signal Processing and …, 2024 - Elsevier
Abstract Automatic detection of Diabetic Retinopathy (DR) is critically important, as it is the
primary reason of irreversible loss of vision in the economically active populations in the …

Diabetic Retinopathy Classification With Deep Learning via Fundus Images: A Short Survey

S Zhu, C Xiong, Q Zhong, Y Yao - IEEE Access, 2024 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a microvascular disease that is associated with diabetes
mellitus. DR can cause irreversible vision loss and low vision. DR classification, that is, early …

Heart disease prognosis using D-GRU with logistic chaos honey badger optimization in IoMT framework

S Karthikeyini, G Vidhya, T Vetriselvi, K Deepa - Information Technology and …, 2023 - itc.ktu.lt
In recent years, heart disease has superseded several other contributory death factors. It is
challenging to predict an individual's risk of acquiring heart disease since it requires both …

Deep learning system for recycled clothing classification linked to cloud and edge computing

SK Noh - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
Recently, IT technologies related to the Fourth Industrial Revolution (4IR), such as artificial
intelligence (AI), Internet of things (IoT), cloud computing, and edge computing have been …

A deep-learning enhanced algorithm for the automated detection of diabetic retinopathy

AR Beham, V Thanikaiselvan - International Journal of System Assurance …, 2023 - Springer
A commonly occurring issue in diabetic patients, Diabetic Retinopathy (DR) does lead to
progressive vision loss. It is not possible to restore the vision in the event of this …