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Charumathi Sabanayagam

singapore national eye centre

75H-index
497Paper Count
3.6WCitation Count
Published Papers 235
Publication Date
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Twelve-Year Incidence, Causes, and Determinants of Visual Impairment and Visual Improvement in a Multiethnic Asian Population: The Singapore Epidemiology of Eye Diseases (SEED) Study
errOphthalmology Science
IF4.6
err2026-08-03
err0
errOAAI
errGabriel Dawei Yang; Can Can Xue; Miao Li Chee; Zhi Da Soh; Qingsheng Peng; Jocelyn Hui Lin Goh; Zhi Wei Lim; Miao Ling Chee; Hongyu Wei; Yanyan Chen; Charumathi Sabanayagam; Ching-Yu Cheng; Yih Chung Tham
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Translating genomic data into healthcare practice with the Singapore National Precision Medicine program
errNature Genetics
IF29
err2026-07-29
err0
PREAI
errShih Wee Seow; Theresia Mina; Maxime Hebrard; Nilanjana Sadhu; Claire Bellis; Bitong Clarabelle Alexandrine Lin; Pritesh Jain; Pierre Vincent-Goy; Xiaoyan Wang; Pin Yan Low; Tavintharan Subramaniam; Sharon Pek; Hwee Lin Wee; Joanne Ngeow; Ken Redekop; Alec Morton; Kar Hui Ng; David Matchar; Yi Wang; Mikael Hartman; Jingmei Li; Elaine Ah Gi Lo; Charlie Guan Yi Lim; Jiali Yao; Wei Ting Huang; Eleanor Wong; Kriti Sethi; Doreen Low; Irenaeus Paul Chia; Yasmin Bylstra; Weng Khong Lim; Saumya Jamuar; Ruifen Weng; Marthe Smedinga; Tamra Lysaght; Weiling Zheng; Mingshi Koh; Jimmy Lee; Sabrina Wong; Khung Keong Yeo; Ching-Yu Cheng; Charumathi Sabanayagam; Xueling Sim; Boon Cher Goh; Chiea Chuen Khor; Nicolas Bertin; Ee Shien Tan; Max Lam; E. Shyong Tai; John Chambers; Patrick Tan
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Pattern of association between school grades and myopia: longitudinal findings from the SCORM cohort
errEye
IF3.2
err2026-05-23
err0
PREAI
errFan Wu; Yih-Chung Tham; Hla Myint Htoon; Andrzej Grzybowski; Wan-Ting Loke; Jeremy A. Guggenheim; Ian Morgan; Charumathi Sabanayagam; Seang-Mei Saw
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Multi-Marker Detection of Diabetic Kidney Disease and Risk of Incident Diabetic Retinopathy in a Multi-Ethnic Asian Population
errDiagnostics
IF3.3
err2026-05-19
err0
errOAAI
errGuan Hui Yap; Barry Moses Quan Ren Koh; Miao Li Chee; Riswana Banu; Sieh Yean Kiew; Cynthia Ciwei Lim; Gavin Tan; Ching-Yu Cheng; Charumathi Sabanayagam
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errSave
Multinational validation of the PREVENT and SCORE2 cardiovascular risk equations across 6.4 million individuals
errNature Medicine
IF50
err2026-05-05
err0
errOAAI
errBrendon L. Neuen; Rupert W. Major; Morgan E. Grams; Yingying Sang; Josef Coresh; Shoshana H. Ballew; Aditya Surapaneni; Natalia Alencar de Pinho; Johan Arnlov; Clare Arnott; Samira Bell; Jarett Berry; Hermann Brenner; Elizabeth Ciemins; Alexander R. Chang; Mary Cushman; James A. de Lemos; Juan Miguel Diaz-Tocados; Alfredo E. Farjat; Robert A. Fletcher; Ron T. Gansevoort; Hiddo J. L. Heerspink; William G. Herrington; Chuan Hong; Edward J. Horwitz; Shih-Jen Hwang; Simerjot K. Jassal; Philip A. Kalra; Ronit Katz; Sadiya S. Khan; Csaba P. Kovesdy; Florian Kronenberg; Jennifer S. Lees; Donald M. Lloyd-Jones; Jose Geraldo Mill; David M. J. Naimark; Chiadi Ndumele; Kevan R. Polkinghorne; Bruce M. Psaty; Patrick Schloemer; Michael Shlipak; Prabin Shrestha; Zean Song; Natalie Staplin; Dominik Steubl; Priya Vart; Frank L. J. Visseren; Mark Woodward; Kazumasa Yamagishi; Bessie A. Young; Charumathi Sabanayagam; Jose M. Valdivielso
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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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An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care
errCell Reports Medicine
IF10.6
err2025-12-04
err0
errOAAI
errZhi Da Soh; Yang Bai; Kai Yu; Yang Zhou; Xiaofeng Lei; Sahil Thakur; Zann Lee; Lee Ching Linette Phang; Qingsheng Peng; Can Can Xue; Rachel Shujuan Chong; Quan V. Hoang; Lavanya Raghavan; Yih Chung Tham; Charumathi Sabanayagam; Wei-Chi Wu; Ming-Chih Ho; Jiangnan He; Preeti Gupta; Ecosse Lamoureux
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errSave
Correction: Liem et al. High Ocular Disease Burden and Increased Referral Needs in Patients with Chronic Kidney Disease: A Step Toward Personalized Care. J. Pers. Med. 2025, 15, 204
errJournal of Personalized Medicine 2025, Vol. 15, Page 494
IF0
err2025-10-15
err0
errOAAI
errYulia Liem; Pavitra Thyagarajan; Miao Li Chee; Cynthia Ciwei Lim; Boon Wee Teo; Charumathi Sabanayagam
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errSave
The longitudinal associations of reading, writing and screen time with myopia at age 9 years among children from the GUSTO birth cohort
errActa Ophthalmologica
IF2.8
err2025-10-01
err0
errOAAI
errFan Wu; Chen-Hsin Sun; Hla Myint Htoon; Jonathan Y. Bernard; Fabian Yap; Yih-Chung Tham; Charumathi Sabanayagam; Seang-Mei Saw
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Author Correction: A noninvasive model for chronic kidney disease screening and common pathological type identification from retinal images
errNature Communications
IF15.7
err2025-09-22
err0
errOAAI
errQianni Wu; Jianbo Li; Lanqin Zhao; Dong Liu; Jingyi Wen; Yunuo Wang; Yiqin Wang; Naya Huang; Lanping Jiang; Qinghua Liu; Hanming Lin; Pengxia Wan; Shicong Yang; Wenfang Chen; Hongjian Ye; Mohammed Haji Rashid Hassan; Ahmed Hassan Nur; Zefang Dai; Jie Guo; Shanshan Zhou; Jianwen Yu; Weixing Zhang; Wenben Chen; Ruiyang Li; Wai Cheng Iao; Juan-juan Feng; Yan Wang; Hua Hong; Peihong Yin; Qing Ye; Chao Xie; Min Zhu; Xiaoyi Liu; Yaozhong Kong; Jie Wang; Ruiying Ma; Yu Xiao; Guoguang Chen; Rongguo Fu; Yuhe Ke; Jasmine Ong Chiat Ling; Charumathi Sabanayagam; Daniel Shu Wei Ting; Kar Keung Cheng; Duoru Lin; Wei Chen; Haotian Lin
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Chronic kidney disease and incident cancer risk: an individual participant data meta-analysis
errBritish Journal of Cancer
IF6.8
err2025-09-06
err0
errOAAI
errYejin Mok; Aditya Surapaneni; Yingying Sang; Josef Coresh; Morgan E. Grams; Kunihiro Matsushita; Shoshana H. Ballew; Natalia Alencar de Pinho; Johan Ärnlöv; Sandhi M. Barreto; Samira Bell; Hermann Brenner; Juan-Jesus Carrero; Rajkumar Chinnadurai; Elizabeth Ciemins; Ron T. Gansevoort; Simerjot K. Jassal; Keum Ji Jung; H. Lester Kirchner; Tsuneo Konta; Csaba P. Kovesdy; Li Luo; Krutika Pandit; Mahboob Rahman; Cassianne Robinson-Cohen; Charumathi Sabanayagam; Ulla T. Schultheiss; Michael Shlipak; Natalie Staplin; Marcello Tonelli; Angela Yee-Moon Wang; Chi-Pang Wen; Mark Woodward; Jennifer S. Lees
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A noninvasive model for chronic kidney disease screening and common pathological type identification from retinal images
errNature Communications
IF15.7
err2025-07-29
err0
errOAAI
errQianni Wu; Jianbo Li; Lanqin Zhao; Dong Liu; Jingyi Wen; Yunuo Wang; Yiqin Wang; Naya Huang; Lanping Jiang; Qinghua Liu; Hanming Lin; Pengxia Wan; Shicong Yang; Wenfang Chen; Hongjian Ye; Mohammed Haji Rashid Hassan; Ahmed Hassan Nur; Zefang Dai; Jie Guo; Shanshan Zhou; Jianwen Yu; Weixing Zhang; Wenben Chen; Ruiyang Li; Wai Cheng Iao; Juan-juan Feng; Yan Wang; Hua Hong; Peihong Yin; Qing Ye; Chao Xie; Min Zhu; Xiaoyi Liu; Yaozhong Kong; Jie Wang; Ruiying Ma; Yu Xiao; Guoguang Chen; Rongguo Fu; Yuhe Ke; Jasmine Ong Chiat Ling; Charumathi Sabanayagam; Daniel Shu Wei Ting; Kar Keung Cheng; Duoru Lin; Wei Chen; Haotian Lin
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A deep learning system for detecting systemic lupus erythematosus from retinal images
errCell Reports Medicine
IF10.6
err2025-06-25
err0
errOAAI
errTingyao Li; Shiqun Lin; Zhouyu Guan; Yukun Zhou; Dian Zeng; Zheyuan Wang; Yan Zhou; Pinqi Fang; Shujie Yu; Ruhan Liu; Xiang Chen; Yan-Ran (Joyce) Wang; Yuwei Lu; Jia Shu; Yiming Qin; Yiting Wu; Yilan Wu; Chan Wu; Shangzhu Zhang; Jie Shen; Huating Li; Tingli Chen; Jin Li; Yih-Chung Tham; Charumathi Sabanayagam; Ying Feng Zheng; Siegfried K. Wagner; Pearse A. Keane; Tien Yin Wong; Rongping Dai; Bin Sheng
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Artificial intelligence in chronic kidney disease management: a scoping review
errTHERANOSTICS
IF13.3
err2025-03-21
err0
errOAAI
errSabanayagam, Charumathi; Banu, Riswana; Lim, Cynthia; Cheng, Ching-Yu; Tan, Gavin; Ekinci, Elif; Sheng, Bin; Mckay, Gareth; Shaw, Jonathan E.; Matsushita, Kunihiro; Tangri, Navdeep; Choo, Jason; Wong, Tien Y.
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Deep Imbalanced Regression Model for Predicting Refractive Error from Retinal Photos
errOPHTHALMOLOGY SCIENCE
IF4.6
err2025-03-01
err0
errOAAI
errYew, Samantha Min Er; Lei, Xiaofeng; Chen, Yibing; Goh, Jocelyn Hui Lin; Pushpanathan, Krithi; Xue, Can Can; Wang, Ya Xing; Jonas, Jost B.; Sabanayagam, Charumathi; Koh, Victor Teck Chang; Xu, Xinxing; Liu, Yong; Cheng, Ching-Yu; Tham, Yih-Chung
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Predictive Potential of Retina-Based Biological Age in Assessing Chronic Obstructive Pulmonary Disease Risk
errCLINICAL AND EXPERIMENTAL OPHTHALMOLOGY
IF5.6
err2025-02-06
err0
errOAAI
errQingsheng Peng; Tyler Hyungtaek Rim; Zhi Da Soh; Miao Li Chee; Yih-Chung Tham; Zhuoting Zhu; Simon Nusinovici; Charumathi Sabanayagam
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From evidence to action: Public health approaches to reducing screen time and mitigating myopia risk
errASIA-PACIFIC JOURNAL OF OPHTHALMOLOGY
IF4.5
err2025-02-01
err0
errOAAI
errWu, Fan; Tham, Yih-Chung; Sabanayagam, Charumathi; Saw, Seang-Mei
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errSave
Sex Differences in Cardiovascular-Kidney-Metabolic Syndrome: 30-Year US Trends and Mortality Risks-Brief Report
errARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY
IF7.4
err2025-01-01
err0
PREAI
errJi, Hongwei; Sabanayagam, Charumathi; Matsushita, Kunihiro; Cheng, Ching-Yu; Rim, Tyler Hyungtaek; Sheng, Bin; Li, Huating; Tham, Yih-Chung; Cheng, Susan; Wong, Tien-Yin
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Thirty-Year Prevalence and Prognosis of the CardiovascularKidney-Metabolic Syndrome in US Females and Males
errCIRCULATION
IF38.6
err2024-11-12
err0
PREAI
errJi, Hongwei; Sabanayagam, Charumathi; Matsushita, Kunihiro; Cheng, Ching-Yu; Rim, Tyler Hyungtaek; Sheng, Bin; Li, Huating; Tham, Chung; Cheng, Susan; Wong, Tien
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Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images
errNPJ DIGITAL MEDICINE
IF15.1
err2024-10-07
err0
errOAAI
errZhao, Xinyu; Gu, Xingwang; Meng, Lihui; Chen, Yongwei; Zhao, Qing; Cheng, Shiyu; Zhang, Wenfei; Cheng, Tiantian; Wang, Chuting; Shi, Zhengming; Jiao, Shengyin; Jiang, Changlong; Jiao, Guofang; Teng, Da; Sun, Xiaolei; Zhang, Bilei; Li, Yakun; Lu, Huiqin; Chen, Changzheng; Zhang, Hao; Yuan, Ling; Su, Chang; Zhang, Han; Xia, Song; Liang, Anyi; Li, Mengda; Zhu, Dan; Xue, Meirong; Sun, Dawei; Li, Qiuming; Zhang, Ziwu; Zhang, Donglei; Lv, Hongbin; Ahmat, Rishet; Wang, Zilong; Sabanayagam, Charumathi; Ding, Xiaowei; Wong, Tien Yin; Chen, Youxin
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Research Directions

No research directions
Co-authors
Cooperation Journals
L
Luigi Ferrucci
H-index: 237 · Papers: 2.6K
D
Daniel Levy
H-index: 230 · Papers: 1.6K
A
Ali H. Mokdad
H-index: 215 · Papers: 931
H
Hermann Brenner
H-index: 202 · Papers: 3.3K
V
Vilmundur Guðnason
H-index: 189 · Papers: 1.4K
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