Gilbert Lim
Impact in
- Health Informatics top 0.2%
- Artificial Intelligence in Healthcare and Education
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- Retinal Imaging and Analysis
Papers in
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- Retinal Imaging and Analysis 28
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- Artificial Intelligence in Healthcare and Education 5
- Co-authors
- Daniel Shu Wei Ting (23 shared papers)Wynne Hsu (20 shared papers)Mong Li Lee (19 shared papers)Gavin Siew Wei Tan (12 shared papers)Tien Yin Wong (17 shared papers)Valentina Bellemo (10 shared papers)Michael D. Abràmoff (2 shared papers)Yuchen Xie (9 shared papers)
- Journals
- Investigative Ophthalmology & Visual Science (4 papers)Current Opinion in Ophthalmology (3 papers)npj Digital Medicine (2 papers)IEEE Access (2 papers)The Lancet Digital Health (2 papers)
- Partner nations
- SingaporeUnited StatesUnited Kingdom
In The Last Decade
Gilbert Lim
36 papers receiving 3.3k citations
Gilbert Lim's Hit Papers
Peers
Comparison fields: 5 of 114
- Health Informatics 547
- Radiology, Nuclear Medicine and Imaging 2.3k
- Ophthalmology 464
- Health Information Management 163
- Artificial Intelligence 249
Countries citing papers authored by Gilbert Lim
This map shows the geographic impact of Gilbert Lim'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 Gilbert Lim with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gilbert Lim more than expected).
Fields of papers citing papers by Gilbert Lim
This network shows the impact of papers produced by Gilbert Lim. 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 Gilbert Lim. The network helps show where Gilbert Lim may publish in the future.
Co-authors
The 25 scholars most cited alongside Gilbert Lim, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 36 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes Hit paper breakdown → | 2017 | 1780 |
| 2 | Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study Hit paper breakdown → | 2019 | 294 |
| 3 | Artificial intelligence for diabetic retinopathy screening: a review Hit paper breakdown → | 2019 | 286 |
| 4 | 2020 | 219 | |
| 5 | 2019 | 142 | |
| 6 | 2013 | 138 | |
| 7 | 2015 | 91 | |
| 8 | 2020 | 71 | |
| 9 | 2019 | 69 | |
| 10 | Automated Tool Support for Glaucoma Identification With Explainability Using Fundus Images Hit paper breakdown → | 2024 | 68 |
| 11 | 2020 | 42 | |
| 12 | Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening | 2014 | 36 |
| 13 | 2020 | 34 | |
| 14 | 2019 | 27 | |
| 15 | 2020 | 22 | |
| 16 | 2021 | 21 | |
| 17 | 2023 | 20 | |
| 18 | 2023 | 15 | |
| 19 | 2023 | 14 | |
| 20 | 2024 | 12 |
About Gilbert Lim
Gilbert Lim is a scholar working on Radiology, Nuclear Medicine and Imaging, Health Informatics, Health Information Management, Artificial Intelligence and Computer Vision and Pattern Recognition, having authored 36 papers that have together received 3.5k indexed citations. Recurring topics across this work include Retinal Imaging and Analysis (28 papers), Artificial Intelligence in Healthcare and Education (5 papers), Multimodal Machine Learning Applications (2 papers), Artificial Intelligence in Healthcare (2 papers), Machine Learning in Healthcare (2 papers), Machine Learning and Data Classification (1 paper), Medical Imaging and Analysis (1 paper) and Data-Driven Disease Surveillance (1 paper). The work is most often cited by research in Health Informatics (547 citations), Radiology, Nuclear Medicine and Imaging (2.3k citations), Ophthalmology (464 citations), Health Information Management (163 citations) and Artificial Intelligence (249 citations). Gilbert Lim has collaborated with scholars based in Singapore, United States and United Kingdom. Frequent co-authors include Daniel Shu Wei Ting, Wynne Hsu, Mong Li Lee, Gavin Siew Wei Tan, Tien Yin Wong, Valentina Bellemo, Michael D. Abràmoff, Yuchen Xie, Andrzej E. Grzybowski and Michelle Y. T. Yip. Their work appears in journals such as Investigative Ophthalmology & Visual Science, Current Opinion in Ophthalmology, npj Digital Medicine, IEEE Access and The Lancet Digital Health.
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.