An interpretable transformer network for the retinal disease classification using optical coherence tomography

J He, J Wang, Z Han, J Ma, C Wang, M Qi - Scientific Reports, 2023 - nature.com
Retinal illnesses such as age-related macular degeneration and diabetic macular edema
will lead to irreversible blindness. With optical coherence tomography (OCT), doctors are …

An evaluation of AI-based methods for papilledema detection in retinal fundus images

AM Salaheldin, MA Wahed, M Talaat… - … Signal Processing and …, 2024 - Elsevier
The complexities inherent in diagnosing papilledema, particularly within the realm of neuro-
ophthalmology, emphasize the pressing need for sophisticated diagnostic methodologies …

[HTML][HTML] A two-stage CNN model for the classification and severity analysis of retinal and choroidal diseases in OCT images

N George, L Shine, N Ambily, B Abraham… - International Journal of …, 2024 - Elsevier
The advancements in medical imaging techniques have brought exponential increase in the
quantity and complexity of data which often require human expertise for interpretation and …

Machine Learning_Based Paradigm for Diagnosis of Gestational Diabetes

N Saleh, KM Yacoub… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
One of the issues related to pregnancy is gestational diabetes mellitus (GDM). The risk of
exploration in the GDM is lowered with early detection. The study aims to develop a machine …

A hybrid model for the detection of retinal disorders using artificial intelligence techniques

AM Salaheldin, MA Wahed… - Biomedical Physics & …, 2024 - iopscience.iop.org
The prevalence of vision impairment is increasing at an alarming rate. The goal of the study
was to create an automated method that uses optical coherence tomography (OCT) to …

Deep Learning‐Based Automated Detection and Grading of Papilledema From OCT Images: A Promising Approach for Improved Clinical Diagnosis and Management

AM Salaheldin, M Abdel Wahed… - … Journal of Imaging …, 2024 - Wiley Online Library
Papilledema is a prevalent neuro‐ophthalmic condition characterized by optic disk swelling.
It is known to pose a significant risk of vision loss in its advanced stages. To address the …

AI-driven innovations in signal/image processing and data analysis for optical coherence tomography in clinical applications

DM Sampson, DD Sampson - Biophotonics and Biosensing, 2024 - Elsevier
Fueled by the explosion of algorithms and computational innovations, optical coherence
tomography (OCT) has progressed rapidly in the last decade, towards faster and more …

Assistive Technology for Individuals with Impaired Balance

AM Salaheldin, A Hashem - 2022 3rd International Informatics …, 2022 - ieeexplore.ieee.org
The ability of people to maintain their balance is a rising problem, as is how to assess it and
provide a rehabilitation tool for the impaired. In this paper, an automated technique to …

Structural Analysis for Stairlift Chair Design

AM Salaheldin, M El-Mohandes… - 2022 3rd International …, 2022 - ieeexplore.ieee.org
Medical technology plays a major role in supporting the elderly and disabled people. This
study aims to make it easier for those people to climb stairs. A design for a stair lift chair was …

[PDF][PDF] International Journal of Intelligent Networks

N George, L Shine, N Ambily, B Abraham… - researchgate.net
The advancements in medical imaging techniques have brought exponential increase in the
quantity and complexity of data which often require human expertise for interpretation and …