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 …

Unlocking Insights: Diseases Recognition in the Human Eye Using CNN and Random Forest

A Suryavanshi, V Kukreja, V Jain… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
An integral sign of both physical and mental health, pain is a complicated and
multidimensional component of the human experience. Since it influences diagnosis …

Classification of Eye Disorders Using Deep Learning and Machine Learning Models

M El Harti, S Zaamoun, SJ Andaloussi… - … Conference on Advances …, 2024 - Springer
Early diagnosis and screening of eye disorders are crucial for effective treatment. However,
with the increasing prevalence of these conditions and a shortage of ophthalmic specialists …

[PDF][PDF] A Novel Fusion Deep Learning Approach for Retinal Disease Diagnosis Enhanced by Web Application Predictive Tool.

NG Barai, S Banik… - International Journal of …, 2023 - researchgate.net
Retinal disorders such as age-related macular degeneration and diabetic macular edema
can lead to permanent blindness. Optical coherence tomography (OCT) enables …

[PDF][PDF] EYE DISEASE CATARACT CLASSIFICATION USING DEEP LEARNING

M Rahman, KHF Oushi… - … OF SCIENCE AND …, 2024 - journals.daffodilvarsity.edu.bd
One of the many conditions that can affect the eyes is called a cataract. Cataracts are an
extremely common condition, but unfortunately, they frequently result in the irreversible loss …