Computer-aided diagnostic system for hypertensive retinopathy: A review

S Suman, AK Tiwari, K Singh - Computer Methods and Programs in …, 2023 - Elsevier
Hypertensive Retinopathy (HR) is a retinal disease caused by elevated blood pressure for a
prolonged period. There are no obvious signs in the early stages of high blood pressure, but …

Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013–2023)

A Gudigar, NA Kadri, U Raghavendra… - Computers in Biology …, 2024 - Elsevier
Artificial intelligence (AI) techniques are increasingly used in computer-aided diagnostic
tools in medicine. These techniques can also help to identify hypertension (HTN) in its early …

Automated detection of Hypertensive Retinopathy using few-shot learning

S Suman, AK Tiwari, T Ingale, K Singh - Biomedical Signal Processing and …, 2023 - Elsevier
Hypertensive Retinopathy (HR) is a retinal manifestation caused due to persistently raised
blood pressure. Computer-aided diagnosis (CAD) plays an important role in the early …

Deep-Ocular: Improved Transfer Learning Architecture Using Self-Attention and Dense Layers for Recognition of Ocular Diseases

Q Abbas, M Albathan, A Altameem, RS Almakki… - Diagnostics, 2023 - mdpi.com
It is difficult for clinicians or less-experienced ophthalmologists to detect early eye-related
diseases. By hand, eye disease diagnosis is labor-intensive, prone to mistakes, and …

HDR-EfficientNet: a classification of hypertensive and diabetic retinopathy using optimize efficientnet architecture

Q Abbas, Y Daadaa, U Rashid, MZ Sajid, MEA Ibrahim - Diagnostics, 2023 - mdpi.com
Hypertensive retinopathy (HR) and diabetic retinopathy (DR) are retinal diseases closely
associated with high blood pressure. The severity and duration of hypertension directly …

HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images

B Qian, X Wang, Z Guan, D Yang, A Ran, T Li… - The Visual …, 2024 - Springer
Hypertensive retinopathy (HR) can potentially lead to vision loss if left untreated. Early
screening and treatment are critical in reducing the risk of vision loss. The computer-aided …

RDS-DR: An Improved Deep Learning Model for Classifying Severity Levels of Diabetic Retinopathy

I Bashir, MZ Sajid, R Kalsoom, N Ali Khan, I Qureshi… - Diagnostics, 2023 - mdpi.com
A well-known eye disorder called diabetic retinopathy (DR) is linked to elevated blood
glucose levels. Cotton wool spots, confined veins in the cranial nerve, AV nicking, and …

Clinical Applications and Future Directions of Smartphone Fundus Imaging

SJ Ahn, YH Kim - Diagnostics, 2024 - mdpi.com
The advent of smartphone fundus imaging technology has marked a significant evolution in
the field of ophthalmology, offering a novel approach to the diagnosis and management of …

Diagnosis of Parkinson's Disease Using Convolutional Neural Network by Hand Drawing Images

M Afandi, P Ardhianto, JD Lin - 2023 - preprints.org
Neurodegenerative illnesses, such as Parkinson's disease (PD), have a substantial impact
on the overall well-being of those who are affected. This study investigates and contrasts the …