Importance Democratizing artificial intelligence (AI) enables model development by clinicians with a lack of coding expertise, powerful computing resources, and large, well-labeled data sets. Objective To determine whether resource-constrained clinicians can use self-training via automated machine learning (ML) and public data sets…
Importance Machine learning (ML) algorithms have the potential to identify eyes with early diabetic retinopathy (DR) at increased risk for disease progression. Objective To create and validate automated ML models (autoML) for DR progression from ultra-widefield (UWF) retinal images. Design, Setting and…
Importance Offline automated analysis of retinal images on a smartphone may be a cost-effective and scalable method of screening for diabetic retinopathy; however, to our knowledge, assessment of such an artificial intelligence (AI) system is lacking. Objective To evaluate the performance of…
This case report describes a case of Peters anomaly with central corneal neovascularization diagnosed in a female toddler who presented with acute intracorneal hemorrhage in the right eye.
A 66-year-old man had nebulomacular corneal opacities, iris atrophy, and corectopia along with coarse facial skin, resorbed digits, anesthetic patches, and healed trophic skin ulcers. What would you do next?
This case report discusses a diagnosis of B-cell lymphoma mucosa-associated lymphoid tissue (MALT) in the conjunctiva of a young boy who presented with a painless, enlarging conjunctival mass.
This case report describes the diagnosis and treatment of conjunctival papilloma in a patient aged 54 years who presented with a 3-month history of a painless lower left eyelid lesion.
This case report discusses a diagnosis of peripheral arteriolar sclerosis and nonperfusion in the left eye of a male patient in his 20s after a contusion injury and subsequent treatment for traumatic iritis and ocular hypertension.
This case report discusses surgical management of retinal necrosis after unintentional injection of methylprednisolone into the vitreous cavity of a patient with nonarteritic anterior ischemic optic neuropathy.
This case report discusses a diagnosis of Goodpasture syndrome in a patient aged 56 years who presented with 4 months of blurred vision and bilateral leopard spots on fundus examination.
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