Ocular Disease Recognition Based on Deep Learning: A Comprehensive Review

D Jameel, AM Abdulazeez - Indonesian Journal of …, 2024 - ijcs.stmikindonesia.ac.id
This review article represents a major advance in the field of medical imaging and
ophthalmology by exploring the critical role of deep learning in the detection and diagnosis …

Review on ocular disease recognition using deep learning

S Susrutha, RP Mathur - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The sense of sight is the most important among all the senses since it directly connects the
eye to the brain which helps in identifying and recognizing things visually. This is one of the …

Revolutionizing eye disease diagnosis with deep learning and machine learning

M Adamopoulou, D Makrynioti, G Gklistis… - World Journal of …, 2023 - wjarr.com
Ocular medical imaging analysis has been transformed by the recent developments in Deep
Learning and Machine Learning. These techniques have made it possible to uncover more …

Deep Learning-Based Ophthalmic Disease Detection: A Systematic Review

SK Hussain, SA Ramay, TA Khan, A Huraira… - Journal of Computing & …, 2023 - jcbi.org
It is alarming that millions of individuals worldwide are affected by eye abnormalities that can
potentially lead to vision loss if not detected and treated promptly. However, the process of …

A transfer learning enabled approach for ocular disease detection and classification

M ul Hassan, AA Al-Awady, N Ahmed, M Saeed… - … Information Science and …, 2024 - Springer
Ocular diseases pose significant challenges in timely diagnosis and effective treatment.
Deep learning has emerged as a promising technique in medical image analysis, offering …

[HTML][HTML] A systematic review of deep learning methods applied to ocular images

OJ Perdomo Charry, FA González - Ciencia e Ingenieria …, 2020 - scielo.org.co
Artificial intelligence is having an important effect on different areas of medicine, and
ophthalmology is not the exception. In particular, deep learning methods have been applied …

An efficient deep learning model for eye disease classification

A Saini, K Guleria, S Sharma - 2023 International Research …, 2023 - ieeexplore.ieee.org
Early detection of eye diseases is crucial, particularly for individuals with a family history of
eye diseases, people over 60 years of age, individuals with diabetes, and those who have a …

The role of deep learning in the diagnosis of ocular diseases

S Ghidoni - Acta Ophthalmologica, 2024 - Wiley Online Library
Deep Learning (DL) revolutionized a wide variety of research fields and applications of
Artificial Intelligence (AI) in the last years. Computer vision is among those fields that …

Detection of cataract, diabetic retinopathy and glaucoma eye diseases with deep learning approach

G ARSLAN, ÇB Erdaş - Intelligent Methods In Engineering Sciences, 2023 - imiens.org
Eye diseases are one of the serious health problems affecting human life. Cataract, diabetic
retinopathy and glaucoma eye diseases cause visual impairment and cause irreversible eye …

An Approach to Classify Ocular diseases using Machine Learning and Deep Learning

AM Gajaram - 2022 - norma.ncirl.ie
Ocular diseases are the global phenomena which can be seen across the globe. There are
several eye diseases like Cataracts, Glaucoma, Diabetic Retinopathy etc., if neglected, or …