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C

Carol Y. Cheung

Centre for Eye Research Australia

37H-index
180Paper Count
5.3KCitation Count
Published Papers 95
Publication Date
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AI-induced never-skilling in medical education
errNature Medicine
IF50
err2026-05-22
err0
PREAI
errYuhe Ke; Liyuan Jin; Jasmine Chiat Ling Ong; Arun J. Thirunavukarasu; Josip Car; Carol Y. Cheung; Yih Chung Tham; Daniel Shu Wei Ting; Marcus Eng Hock Ong; Scott Compton; Aditee Narayan; Pearse A. Keane; Tien Yin Wong; David W. Bates; Patrick Tan; Nan Liu
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errSave
AI framework for multidisease detection via retinal imaging
errNature Medicine
IF50
err2026-04-01
err0
PREAI
errZhang, Xiayin; Li, Qinyi; Liang, Yinhao; Lai, Chunran; Cao, Jiahui; Feng, Yangqin; Hu, Wenyi; Jiang, Hongyang; Liu, Chunxin; Zhang, Feng; Wang, Shan; Fang, Ying; Duojie, Cuomu; Hu, Lumei; Xu, Fan; Chi, Kaiyi; Lin, Miao; Li, Li; Tham, Yih Chung; Zhou, Yukun; Cheung, Carol Y.; Yang, Xiaohong; Sheng, Bin; Zhu, Zhuoting; Cheng, Ching-Yu; Ng, Wing W. Y.; Yu, Honghua
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errSave
Time and person sensitive foundation model for disease prediction and risk stratification
errnpj Digital Medicine
IF15.1
err2026-03-14
err0
errOAAI
errZheyuan Wang; Yukun Zhou; Yilan Wu; Jocelyn Hui Lin Goh; Ke Zou; Zhouyu Guan; Yibing Chen; Gabriel Dawei Yang; Ping Zhang; Changchang Yin; An Ran Ran; Miao Li Chee; Can can Xue; Zhi da Soh; Samantha Yew; Danqi Fang; Xujia Liu; Benjamin Sommer Thinggaard; Jakob Grauslund; Haoxuan Li; Yixiao Jin; Jia Shu; Tingyao Li; Nan Jiang; Tingli Chen; Huating Li; Xiangning Wang; Qiang Wu; Charumathi Sabanayagam; Siegfried K. Wagner; Carol Y. Cheung; Ching-Yu Cheng; Bin Sheng; Tien Yin Wong; Pearse A. Keane; Yih-Chung Tham
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Understanding pre-training data effects in retinal foundation models using two large fundus cohorts
errNature Communications
IF15.7
err2026-02-28
err0
errOAAI
errYukun Zhou; Zheyuan Wang; Yilan Wu; Ariel Yuhan Ong; Siegfried K. Wagner; Eden Ruffell; Mark A. Chia; Zhouyu Guan; Lie Ju; Justin Engelmann; David A. Merle; Tingyao Li; Jia Shu; Paul Nderitu; Ke Zou; Jocelyn Hui Lin Goh; Qingshan Hou; Xiaoxuan Liu; Yaxing Wang; Yih Chung Tham; Andre Altmann; Carol Y. Cheung; Daniel C. Alexander; Eric J. Topol; Alastair K. Denniston; Tien Yin Wong; Bin Sheng; Pearse A. Keane
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errSave
Postural changes in retinal vascular parameters and risk of diabetic retinopathy progression in type 2 diabetes mellitus: a pilot study
errEye and Vision
IF4
err2026-01-06
err0
errOAAI
errTruong X. Nguyen; Yu Meng Wang; Anni Ling; Chunwen Zheng; Kenny H. W. Lai; Ziqi Tang; John H. K. Liu; Carol Y. Cheung
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errSave
Understanding the robustness of vision-language models to medical image artefacts
errnpj Digital Medicine
IF15.1
err2025-11-27
err0
errOAAI
errZijie Cheng; Ariel Yuhan Ong; Siegfried K. Wagner; David A. Merle; Lie Ju; Hanyuan Zhang; Ruinian Chen; Linze Pang; Boxuan Li; Tiantian He; Anran Ran; Hongyang Jiang; Dawei Gabriel YANG; Ke Zou; Jocelyn Hui Lin Goh; Sahana Srinivasan; Andre Altmann; Daniel C. Alexander; Carol Y. Cheung; Yih Chung Tham; Pearse A. Keane; Yukun Zhou
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errSave
Associations of Long-term Cumulative C-reactive Protein and Glycoprotein Acetyls Concentrations in Childhood, Adolescence and Adulthood with Adulthood Retinal Microvascular Structure
errAtherosclerosis
IF5.7
err2025-11-20
err0
errOAAI
errOskari Repo; Markus Juonala; Harri Niinikoski; Suvi Rovio; Juha Mykkänen; Carol Y. Cheung; Mika Ala-Korpela; Hanna Vaahtoranta-Lehtonen; Jaakko Nevalainen; Antti Jula; Mika Kähönen; Terho Lehtimäki; Tomi P. Laitinen; Tapani Rönnemaa; Jorma Viikari; Olli Raitakari; Robyn Tapp; Katja Pahkala
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errSave
Optic disc morphometrics as a potential ocular biomarker for depression: evidence from two cross-sectional cohort studies
errTranslational Psychiatry
IF6.2
err2025-10-31
err0
errOAAI
errXiayin Zhang; Shan Wang; Yan Wang; Fujun Jia; Siegfried K. Wagner; Yujie Wang; Qinyi Li; Anran Ran; Cong Li; Jiahui Cao; Yuan Yang; Yijun Hu; Lei Liu; Carol Y. Cheung; Pearse A. Keane; Ching-Yu Cheng; Xiaohong Yang; Zhuoting Zhu; Honghua Yu
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errSave
HARMONISATION – A multimodal prospective study of vascular cognitive impairment in multi-ethnic Asians: Cohort profile, progress, current contributions, and future impact
errJournal of Alzheimer’s Disease
IF0
err2025-10-29
err0
PREAI
errMark JH Lim; Carol Y Cheung; Joyce R Chong; Jacqueline Chua; Saima Hilal; Mitchell KP Lai; Andrea B Maier; Leopold Schmetterer; Boon Yeow Tan; Narayanaswamy Venketasubramanian; Tien Yin Wong; Xin Xu; BT Thomas Yeo; Juan Helen Zhou; Christopher LH Chen
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errSave
International Consensuses and Guidelines on Diagnosing and Managing Pachydrusen from APVRS, AEEC, APOIS, and AAPPO
errAmerican Journal of Ophthalmology
IF4.2
err2025-10-12
err0
PREAI
errMariko Sasaki; Rajendra S. Apte; Mae-Lynn Catherine Bastion; Carol Cheung; Usha Chakravarthy; Andrew Chang; De-Kuang Hwang; Chi-Chun Lai; Won Ki Lee; Masahiro Miyake; Rajiv Raman; Sobha Sivaprasad; Richard Spaide; Anna CS Tan; Yih Chung Tham; Paisan Ruamviboonsuk; Yasuo Yanagi
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errSave
Retinal microvascular alterations in Alzheimer's disease: Linking blood plasma biomarkers and cerebral small vessel pathology
errAlzheimer's & Dementia
IF11.1
err2025-10-09
err0
errOAAI
errWilliam Robert Kwapong; Ning Wu; Weihong Lin; Jianing Shen; Youjie Wang; Jiajing Qian; Caiyun Wen; Xiaoqian Luan; Yuntao Liu; Haoran Cheng; Huihua Qiu; Carol Y. Cheung; Chunwen Zheng; Yinhe Liu; Yunjun Yang; Vincent Mok; Zhen Wang
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errSave
Consensuses and controversies on causes, diagnosis and management of diabetic macular edema (DME)
errProgress in Retinal and Eye Research
IF14.7
err2025-09-24
err0
PREAI
errDanny S.C. Ng; Paisan Ruamviboonsuk; Rajendra S. Apte; Sanyam Bajimaya; Carmen K.M. Chan; Andrew Chang; Carol Y. Cheung; Shih-Jen Chen; Varun Chaudhary; Voraporn Chaikitmongkol; Jay Chhablani; Taraprasad Das; Suber S. Huang; Jost B. Jonas; Timothy Y.Y. Lai; Chi-Chun Lai; Jin Ma; Marion R. Munk; Raja Narayanan; Nishant V. Radke; Min Sagong; Charumathi Sabanayagam; Sobha Sivaprasad; Masahiko Shimura; Koh-Hei Sonoda; Jennifer K. Sun; Gavin S.W. Tan; Brijesh Takkar; Gianni Virgili; Stela Vujosevic; Min Wang; Seung-Young Yu; Xinyuan Zhang; Jingfa Zhang; Tien-Yin Wong; Dennis S.C. Lam
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errSave
SD-OCT-based biomarkers in predicting treatment outcomes of macular oedema secondary to retinal vein occlusion treated with anti-VEGF therapy
errActa Ophthalmologica
IF2.8
err2025-08-04
err0
errOAAI
errKen K. Tsang; Vivian W. K. Hui; Christopher M. K. Pang; Ziqi Tang; Dawei Yang; Truong X. Nguyen; Shaheeda Mohamed; Timothy Y. Y. Lai; Carol Y. Cheung; Simon K. H. Szeto
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errSave
AI image generation technology in ophthalmology: Use, misuse and future applications
errPROGRESS IN RETINAL AND EYE RESEARCH
IF14.7
err2025-05-01
err0
PREAI
errPhipps, Benjamin; Hadoux, Xavier; Sheng, Bin; Campbell, J. Peter; Liu, T. Y. Alvin; Keane, Pearse A.; Cheung, Carol Y.; Chung, Tham Yih; Wong, Tien Y.; van Wijngaarden, Peter
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Association of Retinal Microvasculature With Myopia Progression in Children: The Hong Kong Children Eye Study
errINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
IF4.7
err2025-04-22
err0
errOAAI
errLin, Zi Xuan; Zhang, Xiu Juan; Tang, Fang Yao; Zhang, Yuzhou; Kam, Ka Wai; Young, Alvin L.; Ip, Patrick; Cheung, Carol Y.; Pang, Chi Pui; Tham, Clement C.; Chen, Li Jia; Ohno-Matsui, Kyoko
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errSave
Moving artificial intelligence development to deployment in ophthalmology: randomised controlled trials are warranted
errEYE
IF3.2
err2025-02-15
err0
PREAI
errZhang, Shuyi; Nguyen, Truong X.; Liu, Xujia; Szeto, Simon K. H.; Cheung, Carol Y.; Ran, An Ran
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errSave
Retinal vascular changes are associated with PET-based biomarkers of Alzheimer's disease: A pilot study
errJOURNAL OF ALZHEIMERS DISEASE REPORTS
IF2.8
err2024-12-08
err0
errOAAI
errLeung, Kristie Hing Chi; Chan, Victor T. T.; Lam, Bonnie Yin Ka; Mok, Vincent C. T.; Cheung, Carol Y.
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errSave
Value proposition of retinal imaging in Alzheimer's disease screening: A review of eight evolving trends
errPROGRESS IN RETINAL AND EYE RESEARCH
IF14.7
err2024-11-01
err0
PREAI
errChan, Victor T. T.; Ran, An Ran; Wagner, Siegfried K.; Hui, Herbert Y. H.; Hu, Xiaoyan; Ko, Ho; Fekrat, Sharon; Wang, Yaxing; Lee, Cecilia S.; Young, Alvin L.; Tham, Clement C.; Tham, Yih Chung; Keane, Pearse A.; Milea, Dan; Chen, Christopher; Wong, Tien Yin; Mok, Vincent C. T.; Cheung, Carol Y.
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errSave
A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children
errNPJ DIGITAL MEDICINE
IF15.1
err2024-08-07
err3
errOAAI
errQi, Ziyi; Li, Tingyao; Chen, Jun; Yam, Jason C.; Wen, Yang; Huang, Gengyou; Zhong, Hua; He, Mingguang; Zhu, Dan; Dai, Rongping; Qian, Bo; Wang, Jingjing; Qian, Chaoxu; Wang, Wei; Zheng, Yanfei; Zhang, Jian; Yi, Xianglong; Wang, Zheyuan; Zhang, Bo; Liu, Chunyu; Cheng, Tianyu; Yang, Xiaokang; Li, Jun; Pan, Yan-Ting; Ding, Xiaohu; Xiong, Ruilin; Wang, Yan; Zhou, Yan; Feng, Dagan; Liu, Sichen; Du, Linlin; Yang, Jinliuxing; Zhu, Zhuoting; Bi, Lei; Kim, Jinman; Tang, Fangyao; Zhang, Yuzhou; Zhang, Xiujuan; Zou, Haidong; Ang, Marcus; Tham, Clement C.; Cheung, Carol Y.; Pang, Chi Pui; Sheng, Bin; He, Xiangui; Xu, Xun
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errSave
Deep learning-based image quality assessment for optical coherence tomography macular scans: a multicentre study
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2024-07-20
err2
PREAI
errTang, Ziqi; Wang, Xi; Ran, An Ran; Yang, Dawei; Ling, Anni; Yam, Jason C.; Zhang, Xiujuan; Szeto, Simon K. H.; Chan, Jason; Wong, Cherie Y. K.; Hui, Vivian W. K.; Chan, Carmen K. M.; Wong, Tien Yin; Cheng, Ching-Yu; Sabanayagam, Charumathi; Tham, Yih Chung; Liew, Gerald; Anantharaman, Giridhar; Raman, Rajiv; Cai, Yu; Che, Haoxuan; Luo, Luyang; Liu, Quande; Wong, Yiu Lun; Ngai, Amanda K. Y.; Yuen, Vincent L.; Kei, Nelson; Lai, Timothy Y. Y.; Chen, Hao; Tham, Clement C.; Heng, Pheng-Ann; Cheung, Carol Y.
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Research Directions

No research directions
Co-authors
Cooperation Journals
T
Terrie E. Moffitt
H-index: 215 · Papers: 922
T
Tien Yin Wong
H-index: 208 · Papers: 3.1K
E
Eric J. Topol
H-index: 202 · Papers: 1.7K
A
Avshalom Caspi
H-index: 199 · Papers: 794
J
Jost B. Jonas
H-index: 175 · Papers: 1.9K
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