Publications

M Xu, Y Zhou, C Jin, M De Groot, DC Alexander, NP Oxtoby, Y Hu, J Jacob (2024). Expectation maximisation pseudo labels. Medical Image Analysis.
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D Shi, Y Zhou, S He, SK Wagner, Y Huang, PA Keane, DSW Ting, L Zhang, Y Zheng, M He (2024). Cross-modality Labeling Enables Noninvasive Capillary Quantification as a Sensitive Biomarker for Assessing Cardiovascular Risk. Ophthalmology Science.
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Y Zhou, M Xu, Y Hu, SB Blumberg, A Zhao, SK Wagner, PA Keane, DC Alexander (2024). CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement. Medical Image Analysis.
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Y Zhou (2024). Generalisable Retinal Image Analysis for Disease Detection.
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SK Wagner, D Romero-Bascones, M Cortina-Borja, DJ Williamson, RR Struyven, Y Zhou, S Patel, RS Weil, CA Antoniades, EJ Topol, E Korot, PJ Foster, K Balaskas, U Ayala, M Barrenechea, I Gabilondo, AH Schapira, AP Khawaja, PJ Patel, JS Rahi, AK Denniston, A Petzold, PA Keane, UK Biobank Eye & Vision Consortium (2023). Retinal Optical Coherence Tomography Features Associated With Incident and Prevalent Parkinson Disease. Neurology.
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Y Zhou, MA Chia, SK Wagner, MS Ayhan, DJ Williamson, RR Struyven, T Liu, M Xu, MG Lozano, P Woodward-Court, Y Kihara, UK Biobank Eye & Vision Consortium, A Altmann, AY Lee, EJ Topol, AK Denniston, DC Alexander, PA Keane (2023). A foundation model for generalizable disease detection from retinal images. Nature.
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S Wagner, Y Zhou, C O'Byrne, A Khawaja, A Petzold, P Keane (2023). Comment on \"Race distribution in non-arteritic anterior ischemic optic neuropathy\". American Journal of Ophthalmology.
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T Liu, S Wagner, R Struyven, Y Zhou, D Williamson, D Romero-Bascones, MG Lozano, N Pontikos, PJ Patel, MC Borja, J Rahi, A Petzold, AP Khawaja, AK Denniston, K Balaskas, P Keane (2023). Retinal biomarkers for systemic diseases: an oculome-wide association study in 164,784 individuals. ASSOC RESEARCH VISION OPHTHALMOLOGY INC.
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Y Zhou, S Wagner, M Chia, D Williamson, R Struyven, T Liu, A Petzold, J Rahi, MC Borja, AK Denniston, D Alexander, P Keane (2023). Predicting major adverse cardiovascular events with colour fundus photograph in the AlzEye Study. ASSOC RESEARCH VISION OPHTHALMOLOGY INC.
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M Chia, Y Zhou, S Wagner, D Williamson, R Struyven, A Petzold, AK Denniston, J Rahi, MC Borja, P Keane (2023). Optical coherence tomography for the prediction of major adverse cardiovascular events in AlzEye. ASSOC RESEARCH VISION OPHTHALMOLOGY INC.
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