Creating realistic anterior segment optical coherence tomography images using generative adversarial networks

20247 citationsJournal Article

Authors

Jad F. Assaf · University of Ulster

Anthony Abou Mrad · University of Ulster

Dan Z. Reinstein · University of Ulster

Guillermo Amescua · University of Ulster

Cyril Zakka · University of Ulster

Timothy J. Archer · University of Ulster

Jeffrey Yammine ·

Abstract

This study successfully developed and leveraged GANs capable of generating high-definition synthetic AS-OCT images that are realistic and suitable for machine learning and image analysis tasks.

Topics & Keywords

Optical Coherence Tomography Applications Cell Image Analysis Techniques Advanced Vision and Imaging

Publication Details

Published in: British Journal of Ophthalmology

Volume 108, Issue 10, pp. 1414-1422

DOI: 10.1136/bjo-2023-324633

Field-Weighted Citation Impact: 1.28

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Creating realistic anterior segment optical coherence tomography images using generative adversarial networks

Authors

Abstract

Topics & Keywords

Publication Details