The classification of hypertensive retinopathy using convolutional neural network

BK Triwijoyo, W Budiharto, E Abdurachman - Procedia Computer Science, 2017 - Elsevier
Abstract Changes in the retina of the eyes may occur due to high blood pressure,
hypertensive retinopathy (HR) is a type of eye disease in which there is a change of the …

Hypertensive retinopathy identification through retinal fundus image using backpropagation neural network

MF Syahputra, C Amalia, RF Rahmat… - Journal of Physics …, 2018 - iopscience.iop.org
Hypertension or high blood pressure can cause damage of blood vessels in the retina of eye
called hypertensive retinopathy (HR). In the event Hypertension, it will cause swelling blood …

Detection of hypertension retinopathy using deep learning and Boltzmann machines

BK Triwijoyo, YD Pradipto - Journal of physics: conference series, 2017 - iopscience.iop.org
Abstract hypertensive retinopathy (HR) in the retina of the eye is disturbance caused by high
blood pressure disease, where there is a systemic change of arterial in the blood vessels of …

Machine learning algorithms for hypertensive retinopathy detection through retinal fundus images

NJ Mohan, R Murugan, T Goel - Computer Vision and Recognition …, 2022 - taylorfrancis.com
Hypertensive retinopathy (HR) is a retinal sickness that is caused because of reliably
(hypertension) and prompts vision misfortune. A great many individuals on the planet are …

Hypertensive retinopathy screening through fundus images-a review

D Nagpal, SN Panda, M Malarvel - 2021 6th International …, 2021 - ieeexplore.ieee.org
Automatic segmentation of fundus images is an important task in computer-aided diagnosis
(CAD) for analysis of medical images to diagnose diseases such as Hypertensive …

FAS-Incept-HR: A fully automated system based on optimized inception model for hypertensive retinopathy classification

MZ Sajid, I Qureshi, A Youssef, NA Khan - Multimedia Tools and …, 2024 - Springer
Hypertensive retinopathy (HR) is a well-known eye disease that is caused by high blood
pressure (hypertension). In this illness, symptoms typically develop later. The AV nicking …

The review of computer aided diagnostic hypertensive retinopathy based on the retinal image processing

E Suryani - IOP conference series: materials science and …, 2019 - iopscience.iop.org
Hypertensive retinopathy is a disease caused by acute high blood pressure. Examination of
the disease can be done by analyzing the retina of the eye. Analysis can be done …

E-TLCNN classification using densenet on various features of hypertensive retinopathy (HR) for predicting the accuracy

N Deepa - 2021 5th International Conference on Intelligent …, 2021 - ieeexplore.ieee.org
Hypertensive retinopathy (HR) is one of the severe damages caused in retinal vascular due
to the hectic and abnormal upset in a human life. These damages are taken in a clinical …

Detection and classification of diabetic retinopathy using AlexNet architecture of convolutional neural networks

U Birajdar, S Gadhave, S Chikodikar, S Dadhich… - … and Applications: ICCSA …, 2020 - Springer
There are countless number of people with diabetes around the world. diabetic retinopathy
(DR), a major complication of diabetes, is a retinal disease that results in blindness if not …

Diagnosis of diabetic retinopathy by using image processing and convolutional neural network

Ö Deperlıoğlu, U Köse - 2018 2nd International Symposium on …, 2018 - ieeexplore.ieee.org
Diabetic retinopathy is a serious eye disease that originates from diabetes mellitus and is
the most common cause of blindness in the developed countries. This study describes the …