🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Yih Chung Tham

National University of Singapore

ORCID: 0000-0002-6752-797X

Also affiliated with Singapore National Eye Center, Singapore Eye Research Institute, Duke-NUS Medical School, National University Health System

Medicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 4%percentile
0.611Author DataRank

Indexed papers

2in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models

PubMed(2025)10.18653/v1/2025.findings-naacl.135
Top 48%
0.377DataRank
Top 48%9 citations

Yu Yin, Dylan Campbell, Xuansheng Wu, Ke Zou, Ninghao Liu +4 more

Papers

Driven by 15 papers — median percentile 45. Top paper: “LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models”.

LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models

PubMed(2025)10.18653/v1/2025.findings-naacl.135
Top 48%
0.377DataRank
Top 48%9 citations

Yu Yin, Dylan Campbell, Xuansheng Wu, Ke Zou, Ninghao Liu +4 more

A deep network DeepOpacityNet for detection of cataracts from color fundus photographs

Communications Medicine(2023)10.1038/s43856-023-00410-w
N/A
0.360DataRank · unranked
10 citations

Tiarnán D L Keenan, Qingyu Chen, Alisa T. Thavikulwat, S. Bhandari, Ten Cheer Quek +6 more

LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2410.01620
Top 62%
0.233DataRank
Top 62%3 citations

Yu Yin, Dylan Campbell, Xuansheng Wu, Ke Zou, Yih Chung Tham +4 more

Large language models and their impact in ophthalmology

The Lancet Digital Health(2023)10.1016/s2589-7500(23)00201-7
N/A
0DataRank · unranked
152 citations

Haichao Chen, Ching‐Yu Cheng, Cecilia S. Lee, Guochen Ning, Su Jeong Song +20 more

ChatGPT: promise and challenges for deployment in low- and middle-income countries

The Lancet Regional Health - Western Pacific(2023)10.1016/j.lanwpc.2023.100905
N/A
0DataRank · unranked
132 citations

Hayley M. Sanders, Yuchen Liu, Kennarey Seang, Bach Xuan Tran, Atanas G. Atanasov +8 more

Harnessing the potential of large language models in medical education: promise and pitfalls

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocad252
N/A
0DataRank · unranked
91 citations

Yueyuan Xu, J. Donald Boudreau, Alfred Wei Chieh Kow, Fernando Bello, Le Van Phuoc +10 more

The Bidirectional Relationship between Vision and Cognition

Ophthalmology(2020)10.1016/j.ophtha.2020.12.010
N/A
0DataRank · unranked
88 citations

Eva Fenwick, Alfred Tau Liang Gan, Ryan Eyn Kidd Man, Benjamin Kye Jyn Tan, Preeti Gupta +20 more

Omega-3 Fatty Acids as Protective Factors for Age-Related Macular Degeneration

Ophthalmology(2024)10.1016/j.ophtha.2024.12.005
N/A
0DataRank · unranked
19 citations

Hengtong Li, Marco Yu, Crystal Chun Yuen Chong, Qiao Fan, Yih Chung Tham +5 more

Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology

arXiv (Cornell University)(2024)10.48550/arxiv.2409.13902
N/A
0DataRank · unranked
6 citations

X. C. Ai, Thilaka Arunachalam, Chen, Ziyou, Ki Xiong Cheong, Amisha Dave +17 more

Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model

Nature Communications(2025)10.1038/s41467-025-60577-9
N/A
0DataRank · unranked
19 citations

Tian Lin, Aidi Lin, Kai Yu, Yuanyuan Peng, Lianyu Wang +44 more

AI Workflow, External Validation, and Development in Eye Disease Diagnosis

JAMA Network Open(2025)10.1001/jamanetworkopen.2025.17204
N/A
0DataRank · unranked
10 citations

Tiarnán D L Keenan, Elvira Agrón, Alexis Allot, Emily Guan, Bryant Duong +34 more

Performance of GPT-5 Frontier Models in Ophthalmology Question Answering

Ophthalmology Science(2025)10.1016/j.xops.2025.101034
N/A
0DataRank · unranked
3 citations

David Mikhail, Daniel Milad, Danny A. Mammo, Sumit Sharma, Sunil K. Srivastava +9 more

Application of a deep-learning marker for morbidity and mortality prediction derived from retinal photographs: a cohort development and validation study

The Lancet Healthy Longevity(2024)10.1016/s2666-7568(24)00089-8
N/A
0DataRank · unranked
39 citations

Tyler Hyungtaek Rim, Hengtong Li, Marco Yu, Mihir Deshmukh, Ten Cheer Quek +11 more

DeepLensNet: Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity

Ophthalmology(2022)10.1016/j.ophtha.2021.12.017
N/A
0DataRank · unranked
75 citations

Qingyu Chen, Elvira Agrón, Yih Chung Tham, Jocelyn Hui Lin Goh, Xiaofeng Lei +47 more

Detecting visually significant cataract using retinal photograph-based deep learning

Nature Aging(2022)10.1038/s43587-022-00171-6
N/A
0DataRank · unranked
51 citations

Jocelyn Hui Lin Goh, Ayesha Anees, Xiaofeng Lei, Tyler Hyungtaek Rim, Miao-Li Chee +22 more