Recent trends and advances in fundus image analysis: A review

S Iqbal, TM Khan, K Naveed, SS Naqvi… - Computers in Biology and …, 2022 - Elsevier
Automated retinal image analysis holds prime significance in the accurate diagnosis of
various critical eye diseases that include diabetic retinopathy (DR), age-related macular …

A review on glaucoma disease detection using computerized techniques

F Abdullah, R Imtiaz, HA Madni, HA Khan… - IEEE …, 2021 - ieeexplore.ieee.org
Glaucoma is an incurable eye disease that leads to slow progressive degeneration of the
retina. It cannot be fully cured, however, its progression can be controlled in case of early …

LMBiS-Net: A lightweight bidirectional skip connection based multipath CNN for retinal blood vessel segmentation

M Matloob Abbasi, S Iqbal, K Aurangzeb… - Scientific Reports, 2024 - nature.com
Blinding eye diseases are often related to changes in retinal structure, which can be
detected by analysing retinal blood vessels in fundus images. However, existing techniques …

LDMRes-Net: A lightweight neural network for efficient medical image segmentation on IoT and edge devices

S Iqbal, TM Khan, SS Naqvi, A Naveed… - IEEE journal of …, 2023 - ieeexplore.ieee.org
In this study, we propose LDMRes-Net, a lightweight dual-multiscale residual block-based
convolutional neural network tailored for medical image segmentation on IoT and edge …

An efficient retinal blood vessel segmentation in eye fundus images by using optimized top-hat and homomorphic filtering

O Ramos-Soto, E Rodríguez-Esparza… - Computer Methods and …, 2021 - Elsevier
Background and objective: Automatic segmentation of retinal blood vessels makes a major
contribution in CADx of various ophthalmic and cardiovascular diseases. A procedure to …

Classification and segmentation of diabetic retinopathy: a systemic review

N Shaukat, J Amin, MI Sharif, MI Sharif, S Kadry… - Applied Sciences, 2023 - mdpi.com
Diabetic retinopathy (DR) is a major reason of blindness around the world. The
ophthalmologist manually analyzes the morphological alterations in veins of retina, and …

MKIS-Net: A light-weight multi-kernel network for medical image segmentation

TM Khan, M Arsalan, A Robles-Kelly… - … Conference on Digital …, 2022 - ieeexplore.ieee.org
Image segmentation is an important task in medical imaging. It constitutes the backbone of a
wide variety of clinical diagnostic methods, treatments, and computer-aided surgeries. In this …

Recent developments on computer aided systems for diagnosis of diabetic retinopathy: a review

S Dubey, M Dixit - Multimedia Tools and Applications, 2023 - Springer
Diabetes is a long-term condition in which the pancreas quits producing insulin or the body's
insulin isn't utilised properly. One of the signs of diabetes is Diabetic Retinopathy. Diabetic …

Optic disc detection and segmentation using saliency mask in retinal fundus images

N Zaaboub, F Sandid, A Douik, B Solaiman - Computers in Biology and …, 2022 - Elsevier
Background and objective Detection of the Optic Disc (OD) in retinal fundus image is crucial
in identifying diverse abnormal conditions in the retina such as diabetic retinopathy …

Feature enhancer segmentation network (fes-net) for vessel segmentation

TM Khan, M Arsalan, S Iqbal, I Razzak… - … Conference on Digital …, 2023 - ieeexplore.ieee.org
Diseases such as diabetic retinopathy and age-related macular degeneration pose a
significant risk to vision, highlighting the importance of precise segmentation of retinal …