Index Catalog // MEDSpace

Start Over Collection Duke School of Medicine Student Research Symposium Subject Ophthalmology

Improving Microbial Keratitis Artificial Intelligence Screening Tools Constrained by Limited Data Using Synthetic Generation of Slit Lamp Photos

Description:

Background: Artificial Intelligence (AI) models, like those used in diabetic retinopathy screening, require large amounts of data to train. Models for diseases with limited public data like microbial keratitis (MK), a top five cause of blindness...

Date:

August 1-2, 2024
A Deep Learning Model for Detection of Ocular Surface Squamous Neoplasia in Slit Lamp Photos

Description:

Background: Ocular surface squamous neoplasia (OSSN) is a potentially vision-threatening malignancy and may be difficult to diagnose as it often appears similar to other lesions such as pterygium and pingueculae. Ocular surface images are easy to...

Date:

August 1-2, 2024
Mesenchymal stem cell exosomes exhibit anti-inflammatory effects on the ocular surface in a murine model of Stevens Johnson Syndrome and allergic eye disease

Description:

Background: Targeted immunotherapies are needed in inflammatory ocular surface diseases as an alternative to the blanket immunosuppression of steroids, which can cause a host of undesirable side-effects. Mesenchymal stem cell-derived exosomes...

Date:

August 1-2, 2024