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

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

Objective: We developed a novel slit-lamp photography (SLP) generative adversarial network (GAN) model using limited data to supplement and improve the performance of an artificial intelligence (AI)–based microbial keratitis (MK) screening model. Design: Cross-sectional study. Subjects: Slit-lamp ph...

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Bibliographic Details
Main Authors: Daniel Wang, BA, Bonnie Sklar, MD, James Tian, MD, Rami Gabriel, MD, Matthew Engelhard, MD, PhD, Ryan P. McNabb, PhD, Anthony N. Kuo, MD
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:Ophthalmology Science
Subjects:
Artificial intelligence
Microbial keratitis
Generative adversarial network
Slit-lamp photography
Cornea
Online Access:http://www.sciencedirect.com/science/article/pii/S2666914524002124
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