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 …

Automated glaucoma screening and diagnosis based on retinal fundus images using deep learning approaches: A comprehensive review

MJM Zedan, MA Zulkifley, AA Ibrahim, AM Moubark… - Diagnostics, 2023 - mdpi.com
Glaucoma is a chronic eye disease that may lead to permanent vision loss if it is not
diagnosed and treated at an early stage. The disease originates from an irregular behavior …

Adam challenge: Detecting age-related macular degeneration from fundus images

H Fang, F Li, H Fu, X Sun, X Cao, F Lin… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Age-related macular degeneration (AMD) is the leading cause of visual impairment among
elderly in the world. Early detection of AMD is of great importance, as the vision loss caused …

[HTML][HTML] Glaucoma diagnosis in the era of deep learning: A survey

M Ashtari-Majlan, MM Dehshibi, D Masip - Expert Systems with Applications, 2024 - Elsevier
Glaucoma, a leading cause of irreversible blindness worldwide, poses significant diagnostic
challenges due to its reliance on subjective evaluation. Recent advances in computer vision …

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 …

Glaucoma detection with retinal fundus images using segmentation and classification

T Shyamalee, D Meedeniya - Machine Intelligence Research, 2022 - Springer
Glaucoma is a prevalent cause of blindness worldwide. If not treated promptly, it can cause
vision and quality of life to deteriorate. According to statistics, glaucoma affects …

Deep learning system applicability for rapid glaucoma prediction from fundus images across various data sets

LK Singh, Pooja, H Garg, M Khanna - Evolving Systems, 2022 - Springer
Glaucoma damages the optical nerve, which sends visual pictures to the brain, and results
in irreversible vision loss. This chronic infection is the second leading cause of permanent …

Literature review on artificial intelligence methods for glaucoma screening, segmentation, and classification

J Camara, A Neto, IM Pires, MV Villasana… - Journal of …, 2022 - mdpi.com
Artificial intelligence techniques are now being applied in different medical solutions ranging
from disease screening to activity recognition and computer-aided diagnosis. The …

Automated diagnosis of leukemia: a comprehensive review

A Shah, SS Naqvi, K Naveed, N Salem… - IEEE …, 2021 - ieeexplore.ieee.org
Leukemia is the rapid production of abnormal white blood cells that consequently affects the
blood and damages the bone marrow. The overproduction of abnormal and immature white …

Systematic development of AI-Enabled diagnostic systems for glaucoma and diabetic retinopathy

K Aurangzeb, RS Alharthi, SI Haider… - IEEE Access, 2023 - ieeexplore.ieee.org
With the rapid advancements in artificial intelligence, particularly in machine learning and
deep learning, automated disease diagnosis is becoming increasingly feasible. Generating …