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Evaluation of Generative Adversarial Networks for High-Resolution Synthetic Image Generation of Circumpapillary Optical Coherence Tomography Images for Glaucoma.
Sreejith Kumar Ashish Jith, Chong Rachel S, Crowston Jonathan G, Chua Jacqueline, Bujor Inna, Husain Rahat et al.
JAMA OphthalmolOct 202226 citationsBasic Science
Researchers found AI-generated synthetic OCT images effectively train deep learning models for glaucoma detection, performing comparably to real images, offering a solution for data scarcity and sharing.