Breaking the barriers: Methodology of implementation of a non-mydriatic ocular fundus camera in an emergency department

G Berman, AM Pendley, DW Wright, R Silverman… - Survey of …, 2024 - Elsevier
Despite evidence that non-mydriatic fundus cameras are beneficial in non-ophthalmic
settings, they are only available in a minority of hospitals in the US. The lag from research …

Unveiling AI's role in papilledema diagnosis from fundus images: A systematic review with diagnostic test accuracy meta-analysis and comparison of human expert …

PM Łajczak, S Sirek… - Computers in Biology and …, 2025 - Elsevier
Background Papilledema is a condition, which is characterized by optic disc swelling due to
increased intracranial pressure. Diagnostic modalities include fundus camera and other …

Factors associated with vision loss in idiopathic intracranial hypertension patients with severe papilledema

W Bouthour, BB Bruce, NJ Newman, V Biousse - Eye, 2024 - nature.com
Abstract Background/Objectives Our aim was to compare factors associated with poor
versus good visual outcomes in idiopathic intracranial hypertension (IIH) patients with …

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 …

Idiopathic Intracranial Hypertension with Papilledema

É Bénard-Séguin, F Costello - Neurosurgery Clinics, 2025 - neurosurgery.theclinics.com
Idiopathic intracranial hypertension (IIH) is an enigmatic syndrome of raised intracranial
pressure (ICP) with variable clinical manifestations. Traditionally, IIH has been considered a …

A deep learning approach for accurate discrimination between optic disc drusen and papilledema on fundus photographs

K Sathianvichitr, RP Najjar, T Zhiqun… - Journal of Neuro …, 2024 - journals.lww.com
Background: Optic disc drusen (ODD) represent an important differential diagnosis of
papilledema caused by intracranial hypertension, but their distinction may be difficult in …

Misdiagnosis of Acute Headache: Mitigating Medico-legal Risks

JA Edlow - Emergency Medicine Clinics, 2025 - emed.theclinics.com
Headache is a common presenting complaint in the emergency department (ED). 1 In the
general population, primary headache disorders—migraine and tension-type headache …

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 …

How Advancements in AI Can Help Improve Neuro-Ophthalmologic Diagnostic Clarity

RC Kenney, KA O'Neill - Journal of Neuro-Ophthalmology, 2024 - journals.lww.com
Artificial intelligence (AI) and deep learning are increasingly being used in the field of
neuroophthalmology to aid in the diagnosis and management of complex ocular conditions …

[HTML][HTML] Automated Detection of Central Retinal Artery Occlusion Using OCT Imaging via Explainable Deep Learning

A Beuse, DA Wenzel, MS Spitzer… - Ophthalmology …, 2025 - Elsevier
Objective To demonstrate the capability of a deep learning model to detect central retinal
artery occlusion (CRAO), a retinal pathology with significant clinical urgency, using OCT …