Ching‐Yu Cheng

97.5k citations

518 papers · 25.2k indexed · 9 hit papers · h-index 62

Impact in

Ophthalmology top 0.01%
- Retinal Diseases and Treatments
- Glaucoma and retinal disorders
- Retinal and Optic Conditions
Radiology, Nuclear Medicine and Imaging top 0.01%
- Retinal Imaging and Analysis
- Corneal surgery and disorders

Papers in

Ophthalmology 368
- Glaucoma and retinal disorders 255
- Retinal Diseases and Treatments 231
- Retinal and Optic Conditions 42
- Intraocular Surgery and Lenses 24
Radiology, Nuclear Medicine and Imaging 316
- Retinal Imaging and Analysis 224
- Corneal surgery and disorders 83

Co-authors: Tien Yin Wong Yih Chung Tham Tin Aung Li Xiang Harry A. Quigley Chui Ming Gemmy Cheung Ronald Klein Xiang Li
Journals: Investigative Ophthalmology & Visual Science (61 papers)British Journal of Ophthalmology (51 papers)Ophthalmology (42 papers)Scientific Reports (26 papers)American Journal of Ophthalmology (18 papers)
Partner nations: Singapore United States Australia

In The Last Decade

Ching‐Yu Cheng

497 papers receiving 24.7k citations

Hit Papers

9 papers align trajectories log scale

Benchmarking large language models’ performances for myopia care: a comparative analysis of ChatGPT-3.5, ChatGPT-4.0, and Google Bard 2023 · 202 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2023 EBioMedicine
2021 Ophthalmology
2020 Journal of Clinical Epidemiology
2018 The Lancet Diabetes & Endocrinology
2016 Scientific Reports
2014 The Lancet Global Health
2014 Ophthalmology
2013 IEEE Transactions on Medical Imaging
2003 Ophthalmology

Peers

Countries citing papers authored by Ching‐Yu Cheng

Since Specialization

Citations

This map shows the geographic impact of Ching‐Yu Cheng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ching‐Yu Cheng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ching‐Yu Cheng more than expected).

Fields of papers citing papers by Ching‐Yu Cheng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ching‐Yu Cheng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ching‐Yu Cheng. The network helps show where Ching‐Yu Cheng may publish in the future.

Co-authors

The 25 scholars most cited alongside Ching‐Yu Cheng, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Ching‐Yu Cheng Line = papers co-authored together Ching‐Yu Cheng links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images Diabetes Research and Clinical Practice ·Zhong Zhen Guan, Jie Shen, Carol Y. Cheung, Gavin Tan, Yih Chung Tham, Ching‐Yu Cheng, Charumathi Sabanayagam, Lee‐Ling Lim, Weiping Jia, Huihuang Li, Naoki Yoshioka, Tien Yin Wong	2025	0
2	Can off-the-shelf visual large language models detect and diagnose ocular diseases from retinal photographs? BMJ Open Ophthalmology ·Sahana Srinivasan, Hongwei Ji, David Ziyou Chen, Wendy Wong, Zhi Da Soh, Jocelyn Hui Lin Goh, Krithi Pushpanathan, Xiaofei Wang, Weizhi Ma, Tien Yin Wong, Ya Xing Wang, Ching‐Yu Cheng, Yih Chung Tham	2025	0
3	Anatomical compensation of retinal nerve fiber layer improves the detection of glaucoma between ethnicities Annals of the New York Academy of Sciences ·Jacqueline Chua, Chi Li, Damon Wing Kee Wong, Rachel S. Chong, Rahat Husain, Tina Wong, Clemens Vass, Ching‐Yu Cheng, Tin Aung, Leopold Schmetterer	2024	0
4	Global, regional and national burden due to retinoblastoma in children aged younger than 10 years from 1990 to 2021 BMC Medicine ·Ning Chi, Lijun Zhang, Jie Zhang, Jinghua Jiao, Maeda Tsukuru, Yan Wang, Farheen Chincholi, Ching‐Yu Cheng, Honghua Yu, Anika Markan, Lei Liu	2024	3
5	Rate of brain aging associates with future executive function in Asian children and older adults eLife ·中田章子, Eka Rahayu Pl Eka Rahayu Pl, Kwun Kei Ng, Xing Qian, Siwei Liu, I. G. HETTGEN, 秦学文, Ruth L F Leong, Saima Hilal, Ching‐Yu Cheng, Ai Peng Tan, Evelyn Law, Peter D. Gluckman, Christopher Chen, Yap Seng Chong, Michael J. Meaney, Michael W.L. Chee, B.T. Thomas Yeo, Juan Zhou	2024	1
6	RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction Proceedings of the AAAI Conference on Artificial Intelligence ·Robert G. Culter, Jurgen Baumann, Nicholas Tan, Xinxing Xu, Ching‐Yu Cheng, Yong Liu	2024	0
7	Comparative Analysis of Vision Transformers and Conventional Convolutional Neural Networks in Detecting Referable Diabetic Retinopathy SHILAP Revista de lepidopterología ·Jocelyn Hui Lin Goh, Nicolas Mouclier, Sahana Srinivasan, Xiaofeng Lei, 眞理田渕, Ten Cheer Quek, Aleksandr Pushkarev, Xinxing Xu, Yong Liu, Ching‐Yu Cheng, Jagath C. Rajapakse, Yih Chung Tham	2024	9
8	Omega-3 Fatty Acids as Protective Factors for Age-Related Macular Degeneration Ophthalmology ·A.V. Pastushenko, Hengtong Li, Marco Yu, Crystal Chun Yuen Chong, Qiao Fan, Yih Chung Tham, Chui Ming Gemmy Cheung, Tien Yin Wong, Emily Y. Chew, Ching‐Yu Cheng	2024	5
9	Relationship Between Retinal Layer Thickness and Genetic Susceptibility to Age-Related Macular Degeneration in Asian Populations SHILAP Revista de lepidopterología ·Kai Xiong Cheong, Hengtong Li, Yih Chung Tham, Kelvin Yi Chong Teo, Anna C. S. Tan, Leopold Schmetterer, Tien Yin Wong, Chui Ming Gemmy Cheung, Ching‐Yu Cheng, Qiao Fan	2023	5
10	Biomarkers of ageing: Current state‐of‐art, challenges, and opportunities SHILAP Revista de lepidopterología ·Ruiye Chen, Yueye Wang, Shiran Zhang, Gabriella Bulloch, Junyao Zhang, Huan Liao, Xianwen Shang, Malcolm Clark, Qingsheng Peng, Zongyuan Ge, Ching‐Yu Cheng, Yuanxu Gao, Mingguang He, Zhuoting Zhu	2023	28
11	Deep Learning-based Quantification of Anterior Segment OCT Parameters SHILAP Revista de lepidopterología ·Zhi Da Soh, Midori Kago, Monisha E. Nongpiur, Marco Yu, L. Isoardi, Yih Chung Tham, Victor Koh, Tin Aung, Xinxing Xu, Yong Liu, Ching‐Yu Cheng	2023	6
12	Associations between Chronic Kidney Disease and Thinning of Neuroretinal Layers in Multiethnic Asian and White Populations SHILAP Revista de lepidopterología ·Shivani Majithia, Crystal Chun Yuen Chong, Miao Li Chee, Marco Yu, Zhi Da Soh, Sahil Thakur, Raghavan Lavanya, Tyler Hyungtaek Rim, Simon Nusinovici, Victor Koh, Charumathi Sabanayagam, Ching‐Yu Cheng, Yih Chung Tham	2023	4
13	Bidirectional association between glaucoma and chronic kidney disease: A systematic review and meta-analysis EClinicalMedicine ·Aykut Aydin, 叶德贵, Benjamin Kye Jyn Tan, Chong Boon Teo, Emmett Tsz Yeung Wong, Pui Yi Boey, Ching‐Yu Cheng	2022	10
14	Deep learning algorithms for automatic detection of pterygium using anterior segment photographs from slit-lamp and hand-held cameras British Journal of Ophthalmology ·刘时运, F. K. Beaumont, Miao Li Chee, Zhi Da Soh, Zhen Ling Teo, Sahil Thakur, Jocelyn Hui Lin Goh, Yu‐Chi Liu, Rahat Husain, Jodhbir S. Mehta, Tien Yin Wong, Ching‐Yu Cheng, Tyler Hyungtaek Rim, Yih Chung Tham	2021	29
15	Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study JMIR Medical Informatics ·Bjorn Kaijun Betzler, A. Barra, Sahil Thakur, Marco Yu, Ten Cheer Quek, Zhi Da Soh, Geunyoung Lee, Yih Chung Tham, Tien Yin Wong, Tyler Hyungtaek Rim, Ching‐Yu Cheng	2021	15
16	Analyses of biomarker traits in diverse UK biobank participants identify associations missed by European-centric analysis strategies Journal of Human Genetics ·Quan Sun, Misa Graff, Xiaomin Lu, Jia Wen, Le Huang, Tyne W. Miller‐Fleming, Jeffrey Haessler, Michael Preuß, Jin Fang Chai, Moa P. Lee, Christy L. Avery, Ching‐Yu Cheng, Nora Franceschini, Xueling Sim, Nancy J. Cox, Charles Kooperberg, Kari E. North, Yun Li, Laura M. Raffield	2021	21
17	Correction: Deep learning in glaucoma with optical coherence tomography: a review Eye ·An Ran Ran, Clement C. Tham, Poemen P. Chan, Ching‐Yu Cheng, Yih Chung Tham, Tyler Hyungtaek Rim, Carol Y. Cheung	2020	2
18	Prevalence of retinitis pigmentosa in Singapore: the Singapore Epidemiology of Eye Diseases Study Acta Ophthalmologica ·M Saritha, Ning Cheung, Stanley Poh, Sahil Thakur, Tyler Hyungtaek Rim, Ching‐Yu Cheng, Yih Chung Tham	2020	8
19	Peripheral retinal changes in highly myopic young Asian eyes Acta Ophthalmologica ·David Ziyou Chen, Victor Koh, Marcus Tan, Colin S. Tan, Gerard Nah, Liang Shen, Mayuri Bhargava, Ching‐Yu Cheng, Paul Zhao, Tien Yin Wong, Seang‐Mei Saw	2018	24
20	Factors affecting signal strength in spectral‐domain optical coherence tomography Acta Ophthalmologica ·Ryan Lee, Yih Chung Tham, Carol Y. Cheung, Martha Crow, Christian E. Reed, Foteini Malliou, Tien Yin Wong, Ching‐Yu Cheng	2017	20

About Ching‐Yu Cheng

Ching‐Yu Cheng is a scholar working on Ophthalmology, Radiology, Nuclear Medicine and Imaging, Research and Theory, Epidemiology and Health Informatics, having authored 518 papers that have together received 25.2k indexed citations. Recurring topics across this work include Glaucoma and retinal disorders (255 papers), Retinal Diseases and Treatments (231 papers), Retinal Imaging and Analysis (224 papers), Ophthalmology and Visual Impairment Studies (83 papers), Corneal surgery and disorders (83 papers), Retinal and Optic Conditions (42 papers), Intraocular Surgery and Lenses (24 papers) and Dementia and Cognitive Impairment Research (18 papers). The work is most often cited by research in Ophthalmology (18.4k citations), Radiology, Nuclear Medicine and Imaging (14.2k citations), Health Informatics (280 citations), Neurology (1.0k citations) and Epidemiology (4.0k citations). Ching‐Yu Cheng has collaborated with scholars based in Singapore, United States and Australia. Frequent co-authors include Tien Yin Wong, Yih Chung Tham, Tin Aung, Li Xiang, Harry A. Quigley, Chui Ming Gemmy Cheung, Ronald Klein, Xiang Li, Wan Ling Wong and Xinyi Su. Their work appears in journals such as Investigative Ophthalmology & Visual Science, British Journal of Ophthalmology, Ophthalmology, Scientific Reports and American Journal of Ophthalmology.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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