Publications

MS Chen, R Ravindranath, R Chang, Y Zhou, PA Keane, SY Wang (2025). Independent Evaluation of RETFound Foundation Model's Performance on Optic Nerve Analysis Using Fundus Photography. OPHTHALMOLOGY SCIENCE.
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Y Zhou (2025). Revealing the Impact of Pre-training Data on Medical Foundation Models. Preprint.
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Y Zhou, Z Wang, Y Wu, AY Ong, S Wagner, E Ruffell, M Chia, Z Guan, L Ju, J Engelmann, D Merle, T Li, J Shu, P Nderitu, K Zou, JHL Goh, Q Hou, X Liu, Y Wang, YC Tham, A Altmann, C Cheung, D Alexander, E Topol, A Denniston, TY Wong, B Sheng, PA Keane (2025). Revealing the Impact of Pre-training Data on Medical Foundation Models.
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P Eid, A Bourredjem, A Anwer, C Creuzot-Garcher, PA Keane, Y Zhou, S Wagner, F Meriaudeau, L Arnould (2025). Retinal Microvascular Biomarker Assessment With Automated Algorithm and Semiautomated Software in the Montrachet Dataset. Translational Vision Science and Technology.
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Z Xiong, X Wang, Y Zhou, PA Keane, YC Tham, YX Wang, TY Wong (2025). How Generalizable Are Foundation Models When Applied to Different Demographic Groups and Settings?. NEJM AI.
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R Wei, H Xie, Y Zhou, X Chen, L Zhang, B Bui, X Liu (2024). VCAN in the extracellular matrix drives glioma recurrence by enhancing cell proliferation and migration. FRONTIERS IN NEUROSCIENCE.
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SD Giesser, F Turgut, A Saad, JR Zoellin, C Sommer, Y Zhou, SK Wagner, PA Keane, M Becker, DC DeBuc, GM Somfai (2024). Evaluating the Impact of Retinal Vessel Segmentation Metrics on Retest Reliability in a Clinical Setting: A Comparative Analysis Using AutoMorph. Investigative Ophthalmology & Visual Science.
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MA Chia, Y Zhou, PA Keane (2024). A New Foundation Model for Multimodal Ophthalmic Images: Advancing Disease Detection and Prediction. NEJM AI.
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MA Chia, F Antaki, Y Zhou, AW Turner, AY Lee, PA Keane (2024). Foundation models in ophthalmology. BRITISH JOURNAL OF OPHTHALMOLOGY.
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SD Giesser, F Turgut, A Saad, C Sommer, Y Zhou, SK Wagner, PA Keane, M Becker, DC DeBuc, GM Somfai (2024). A New Retest-Stable Tortuosity Metric for Retinal Vessel Analyses. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE.
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