Journal of Vision Cover Image for Volume 25, Issue 5
April 2025
Volume 25, Issue 5
Open Access
Optica Fall Vision Meeting Abstract  |   April 2025
Invited Session III: Machine Learning and AI Approaches to Retinal Diagnostics: Using AI with small datasets of retinal images
Author Affiliations
  • Marinko V. Sarunic
    University College London
Journal of Vision April 2025, Vol.25, 31. doi:https://doi.org/10.1167/jov.25.5.31
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      Marinko V. Sarunic; Invited Session III: Machine Learning and AI Approaches to Retinal Diagnostics: Using AI with small datasets of retinal images. Journal of Vision 2025;25(5):31. https://doi.org/10.1167/jov.25.5.31.

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      © ARVO (1962-2015); The Authors (2016-present)

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Abstract

Artificial intelligence (AI) training generally requires big datasets. This poses challenges for combination of AI with less common conditions, and processing of data acquired with bespoke instruments and new techniques. We present our progress on applying AI methods for retinal imaging of structure and function.

Footnotes
 Funding: Moorfields Eye Charity; NIHR BRC at Moorfields and UCL Institute of Ophthalmology
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