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Ethnicity-Stratified Normative Retinal Vascular Features from the UK Biobank Using Deep Learning.

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Title: Ethnicity-Stratified Normative Retinal Vascular Features from the UK Biobank Using Deep Learning.
Authors: Injety RJ; The University of Leicester Ulverscroft Eye Unit, School of Psychology and Vision Sciences, University of Leicester, Leicester, UK.; University Hospitals of Leicester NHS Trust, Leicester, UK., Hunt C; The University of Leicester Ulverscroft Eye Unit, School of Psychology and Vision Sciences, University of Leicester, Leicester, UK., Yoon HJ; The University of Leicester Ulverscroft Eye Unit, School of Psychology and Vision Sciences, University of Leicester, Leicester, UK., Tobin MD; University Hospitals of Leicester NHS Trust, Leicester, UK.; Division of Public Health and Epidemiology, School of Medical Sciences, University of Leicester, Leicester, UK., Batini C; University Hospitals of Leicester NHS Trust, Leicester, UK.; Division of Public Health and Epidemiology, School of Medical Sciences, University of Leicester, Leicester, UK., Robinson TG; Cerebral Haemodynamics in Ageing and Stroke Medicine (CHiASM), Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.; NIHR Leicester Biomedical Research Centre, Leicester British Heart Foundation Centre of Research Excellence, Glenfield Hospital, Leicester, UK., Khunti K; Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK., Keane PA; NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust, London, UK.; Institute of Ophthalmology, University College London, London, UK., Free RC; School of Computing and Mathematical Sciences, College of Science and Engineering, University of Leicester, Leicester, UK., Minhas JS; Cerebral Haemodynamics in Ageing and Stroke Medicine (CHiASM), Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.; NIHR Leicester Biomedical Research Centre, Leicester British Heart Foundation Centre of Research Excellence, Glenfield Hospital, Leicester, UK., Thomas MG; The University of Leicester Ulverscroft Eye Unit, School of Psychology and Vision Sciences, University of Leicester, Leicester, UK.; University Hospitals of Leicester NHS Trust, Leicester, UK.
Source: Ophthalmology science [Ophthalmol Sci] 2026 May 08; Vol. 6 (7), pp. 101221. Date of Electronic Publication: 2026 May 08 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Elsevier, B.V Country of Publication: Netherlands NLM ID: 9918230896206676 Publication Model: eCollection Cited Medium: Internet ISSN: 2666-9145 (Electronic) Linking ISSN: 26669145 NLM ISO Abbreviation: Ophthalmol Sci Subsets: PubMed not MEDLINE
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  Data: Ethnicity-Stratified Normative Retinal Vascular Features from the UK Biobank Using Deep Learning.
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  Data: <searchLink fieldCode="AU" term="%22Injety+RJ%22">Injety RJ</searchLink>; The University of Leicester Ulverscroft Eye Unit, School of Psychology and Vision Sciences, University of Leicester, Leicester, UK.; University Hospitals of Leicester NHS Trust, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Hunt+C%22">Hunt C</searchLink>; The University of Leicester Ulverscroft Eye Unit, School of Psychology and Vision Sciences, University of Leicester, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Yoon+HJ%22">Yoon HJ</searchLink>; The University of Leicester Ulverscroft Eye Unit, School of Psychology and Vision Sciences, University of Leicester, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Tobin+MD%22">Tobin MD</searchLink>; University Hospitals of Leicester NHS Trust, Leicester, UK.; Division of Public Health and Epidemiology, School of Medical Sciences, University of Leicester, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Batini+C%22">Batini C</searchLink>; University Hospitals of Leicester NHS Trust, Leicester, UK.; Division of Public Health and Epidemiology, School of Medical Sciences, University of Leicester, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Robinson+TG%22">Robinson TG</searchLink>; Cerebral Haemodynamics in Ageing and Stroke Medicine (CHiASM), Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.; NIHR Leicester Biomedical Research Centre, Leicester British Heart Foundation Centre of Research Excellence, Glenfield Hospital, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Khunti+K%22">Khunti K</searchLink>; Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Keane+PA%22">Keane PA</searchLink>; NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust, London, UK.; Institute of Ophthalmology, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Free+RC%22">Free RC</searchLink>; School of Computing and Mathematical Sciences, College of Science and Engineering, University of Leicester, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Minhas+JS%22">Minhas JS</searchLink>; Cerebral Haemodynamics in Ageing and Stroke Medicine (CHiASM), Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.; NIHR Leicester Biomedical Research Centre, Leicester British Heart Foundation Centre of Research Excellence, Glenfield Hospital, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Thomas+MG%22">Thomas MG</searchLink>; The University of Leicester Ulverscroft Eye Unit, School of Psychology and Vision Sciences, University of Leicester, Leicester, UK.; University Hospitals of Leicester NHS Trust, Leicester, UK.
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  Data: <searchLink fieldCode="JN" term="%229918230896206676%22">Ophthalmology science</searchLink> [Ophthalmol Sci] 2026 May 08; Vol. 6 (7), pp. 101221. <i>Date of Electronic Publication: </i>2026 May 08 (<i>Print Publication: </i>2026).
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              Text: 2026 May 08
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