A survey on deep-learning-based diabetic retinopathy classification
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 …
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
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 …
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 …
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 …
different applications, especially in healthcare. IoT driven healthcare solutions provide …
Deep intelligent blockchain technology for securing IoT-based healthcare multimedia data
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 …
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 …
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 …
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
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 …
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 …
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 …
progressive vision loss. It is not possible to restore the vision in the event of this …