Ayhan, Murat S.

A foundation model for generalizable disease detection from retinal images

Zhou, Y., Chia, M. A., Wagner, S. K., Ayhan, M. S., Williamson, D. J., Struyven, R. R., Liu, T., Xu, M., Lozano, M. G., Woodward-Court, P., et al. (2023) · Nature

Retinal Imaging and AnalysisOphthalmology and Visual Health Research

Cited by 1,014

Leveraging uncertainty information from deep neural networks for disease detection

Leibig, C., Allken, V., Ayhan, M. S., Berens, P., & Wahl, S. (2017) · Scientific Reports

Retinal Imaging and AnalysisAdvanced Neural Network Applications

Cited by 510

In-Context Learning for Data-Efficient Diabetic Retinopathy Detection via Multimodal Foundation Models

Ayhan, M. S., Ong, A. Y., Ruffell, E., Wagner, S. K., Merle, D. A., & Keane, P. A. (2026) · Ophthalmology Science

Retinal Imaging and AnalysisDomain Adaptation and Few-Shot Learning

Cited by 7