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Retinomics: a window to multidisease prediction using retinal biomarkers from routine eye imaging.

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Title: Retinomics: a window to multidisease prediction using retinal biomarkers from routine eye imaging.
Authors: Yusufu M; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia.; Department of Surgery (Ophthalmology), The University of Melbourne, Melbourne, Australia., Burton MJ; International Centre for Eye Health, London, School of Hygiene & Tropical Medicine , London, UK.; Department of Health Services Research and Policy, London, School of Hygiene & Tropical Medicine , London, UK., Jin S; Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing, China., Shang X; Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China. xianwen.shang@polyu.edu.hk.; School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR, China. xianwen.shang@polyu.edu.hk.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China. xianwen.shang@polyu.edu.hk.; Centre for Eye and Vision Research (CEVR), 17 W Hong Kong Science Park, Hong Kong SAR, China. xianwen.shang@polyu.edu.hk., Zhang L; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia.; Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University, Health Science Center, Xi'an, Shaanxi, China., Shi D; School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR, China. danli.shi@polyu.edu.hk.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China. danli.shi@polyu.edu.hk.; Centre for Eye and Vision Research (CEVR), 17 W Hong Kong Science Park, Hong Kong SAR, China. danli.shi@polyu.edu.hk., He M; School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR, China. mingguang.he@polyu.edu.hk.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China. mingguang.he@polyu.edu.hk.; Centre for Eye and Vision Research (CEVR), 17 W Hong Kong Science Park, Hong Kong SAR, China. mingguang.he@polyu.edu.hk.; PolyU-Stanford Joint Research Centre for Longitudinal Deep Omics, The Hong Kong Polytechnic University, Kowloon, Hong Kong. mingguang.he@polyu.edu.hk.
Source: BMC medicine [BMC Med] 2025 Nov 27; Vol. 23 (1), pp. 662. Date of Electronic Publication: 2025 Nov 27.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190723 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-7015 (Electronic) Linking ISSN: 17417015 NLM ISO Abbreviation: BMC Med Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Yusufu+M%22">Yusufu M</searchLink>; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia.; Department of Surgery (Ophthalmology), The University of Melbourne, Melbourne, Australia.<br /><searchLink fieldCode="AU" term="%22Burton+MJ%22">Burton MJ</searchLink>; International Centre for Eye Health, London, School of Hygiene & Tropical Medicine , London, UK.; Department of Health Services Research and Policy, London, School of Hygiene & Tropical Medicine , London, UK.<br /><searchLink fieldCode="AU" term="%22Jin+S%22">Jin S</searchLink>; Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Shang+X%22">Shang X</searchLink>; Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China. xianwen.shang@polyu.edu.hk.; School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR, China. xianwen.shang@polyu.edu.hk.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China. xianwen.shang@polyu.edu.hk.; Centre for Eye and Vision Research (CEVR), 17 W Hong Kong Science Park, Hong Kong SAR, China. xianwen.shang@polyu.edu.hk.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia.; Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University, Health Science Center, Xi'an, Shaanxi, China.<br /><searchLink fieldCode="AU" term="%22Shi+D%22">Shi D</searchLink>; School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR, China. danli.shi@polyu.edu.hk.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China. danli.shi@polyu.edu.hk.; Centre for Eye and Vision Research (CEVR), 17 W Hong Kong Science Park, Hong Kong SAR, China. danli.shi@polyu.edu.hk.<br /><searchLink fieldCode="AU" term="%22He+M%22">He M</searchLink>; School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR, China. mingguang.he@polyu.edu.hk.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China. mingguang.he@polyu.edu.hk.; Centre for Eye and Vision Research (CEVR), 17 W Hong Kong Science Park, Hong Kong SAR, China. mingguang.he@polyu.edu.hk.; PolyU-Stanford Joint Research Centre for Longitudinal Deep Omics, The Hong Kong Polytechnic University, Kowloon, Hong Kong. mingguang.he@polyu.edu.hk.
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  Data: <searchLink fieldCode="JN" term="%22101190723%22">BMC medicine</searchLink> [BMC Med] 2025 Nov 27; Vol. 23 (1), pp. 662. <i>Date of Electronic Publication: </i>2025 Nov 27.
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              Text: 2025 Nov 27
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