[HTML][HTML] Diabetic retinopathy detection through deep learning techniques: A review
WL Alyoubi, WM Shalash, MF Abulkhair - Informatics in Medicine Unlocked, 2020 - Elsevier
Diabetic Retinopathy (DR) is a common complication of diabetes mellitus, which causes
lesions on the retina that effect vision. If it is not detected early, it can lead to blindness …
lesions on the retina that effect vision. If it is not detected early, it can lead to blindness …
DeepThink IoT: the strength of deep learning in internet of things
Abstract The integration of Deep Learning (DL) and the Internet of Things (IoT) has
revolutionized technology in the twenty-first century, enabling humans and machines to …
revolutionized technology in the twenty-first century, enabling humans and machines to …
Diabetic retinopathy fundus image classification and lesions localization system using deep learning
WL Alyoubi, MF Abulkhair, WM Shalash - Sensors, 2021 - mdpi.com
Diabetic retinopathy (DR) is a disease resulting from diabetes complications, causing non-
reversible damage to retina blood vessels. DR is a leading cause of blindness if not …
reversible damage to retina blood vessels. DR is a leading cause of blindness if not …
Deep-learning framework to detect lung abnormality–A study with chest X-Ray and lung CT scan images
Lung abnormalities are highly risky conditions in humans. The early diagnosis of lung
abnormalities is essential to reduce the risk by enabling quick and efficient treatment. This …
abnormalities is essential to reduce the risk by enabling quick and efficient treatment. This …
Hyperparameter tuning deep learning for diabetic retinopathy fundus image classification
Diabetic retinopathy (DR) is a major reason for the increased visual loss globally, and it
became an important cause of visual impairment among people in 25-74 years of age. The …
became an important cause of visual impairment among people in 25-74 years of age. The …
Early detection of diabetic retinopathy using PCA-firefly based deep learning model
Diabetic Retinopathy is a major cause of vision loss and blindness affecting millions of
people across the globe. Although there are established screening methods-fluorescein …
people across the globe. Although there are established screening methods-fluorescein …
Automated detection and classification of fundus diabetic retinopathy images using synergic deep learning model
In recent days, the incidence of Diabetic Retinopathy (DR) has become high, affecting the
eyes because of drastic increase in the glucose level in blood. Globally, almost half of the …
eyes because of drastic increase in the glucose level in blood. Globally, almost half of the …
A lightweight CNN for Diabetic Retinopathy classification from fundus images
Diabetic Retinopathy (DR) is a complication of diabetes mellitus that damages blood vessel
networks in the retina. This is a serious vision-threatening issue in most diabetic subjects …
networks in the retina. This is a serious vision-threatening issue in most diabetic subjects …
A novel adaptive convolutional neural network for fault diagnosis of hydraulic piston pump with acoustic images
S Tang, Y Zhu, S Yuan - Advanced Engineering Informatics, 2022 - Elsevier
As an essential part of hydraulic transmission systems, hydraulic piston pumps have a
significant role in many state-of-the-art industries. Thus, it is important to implement accurate …
significant role in many state-of-the-art industries. Thus, it is important to implement accurate …
Diabetic retinopathy detection and classification using capsule networks
Nowadays, diabetic retinopathy is a prominent reason for blindness among the people who
suffer from diabetes. Early and timely detection of this problem is critical for a good …
suffer from diabetes. Early and timely detection of this problem is critical for a good …