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Gilbert Yong San Lim
Gilbert Yong San Lim
AI Scientist, SingHealth
Verified email at singhealth.com.sg
Title
Cited by
Cited by
Year
Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes
D Ting, CY Cheung, G Lim, GSW Tan, DQ Nguyen, A Gan, H Hamzah, ...
JAMA 318 (22), 2211-2223, 2017
18032017
Artificial Intelligence for Diabetic Retinopathy Screening: A Review
A Grzybowski, P Brona, G Lim, P Ruamviboonsuk, GSW Tan, M Abràmoff, ...
Eye 34 (3), 451-460, 2020
2852020
Artificial Intelligence using Deep Learning To Screen for Referable and Vision-Threatening Diabetic Retinopathy in Africa: A Clinical Validation Study
V Bellemo, ZW Lim, G Lim, DQ Nguyen, Y Xie, M Yip, H Hamzah, J Ho, ...
The Lancet Digital Health 1 (1), e35-e44, 2019
2532019
Validating Retinal Fundus Image Analysis Algorithms: Issues and a Proposal
E Trucco, A Ruggeri, T Karnowski, L Giancardo, E Chaum, ...
Investigative Ophthalmology & Visual Science 54 (5), 3546-3559, 2013
2002013
Artificial Intelligence for Teleophthalmology-Based Diabetic Retinopathy Screening in a National Program: An Economic Analysis Modelling Study
Y Xie, DQ Nguyen, H Hamzah, G Lim, V Bellemo, DV Gunasekeran, M Yip, ...
The Lancet Digital Health 2 (5), e240-e249, 2020
1832020
Artificial Intelligence Screening for Diabetic Retinopathy: The Real-world Emerging Application
V Bellemo, G Lim, TH Rim, GSW Tan, CY Cheung, S Sadda, MG He, ...
Current Diabetes Reports 19 (9:72), 1-12, 2019
1432019
Integrated Optic Disc and Cup Segmentation with Deep Learning
G Lim, Y Cheng, W Hsu, ML Lee
Tools with Artificial Intelligence (ICTAI), 27th IEEE International …, 2015
1212015
Different Fundus Imaging Modalities and Technical Factors in AI Screening for Diabetic Retinopathy: A Review
G Lim, V Bellemo, Y Xie, XQ Lee, M Yip, D Ting
Eye and Vision 7 (21), 1-13, 2020
732020
Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening
G Lim, ML Lee, W Hsu, TY Wong
MAIHA, Workshops at the Twenty-Eighth AAAI Conference on Artificial …, 2014
642014
Deep Learning in Estimating Prevalence and Systemic Risk Factors for Diabetic Retinopathy: A Multi-ethnic Study
D Ting, CY Cheung, DQ Nguyen, C Sabanayagam, G Lim, ZW Lim, ...
npj Digital Medicine 2 (24), 1-8, 2019
572019
Application of Artificial Intelligence in Cataract Management: Current and Future Directions
L Gutierrez, J Lim, DSW Ting, LL Foo, WY Ng, M Yip, G Lim, M Wong, ...
Eye and Vision 9 (3), 1-11, 2022
462022
Multi-task Learning for Diabetic Retinopathy Grading and Lesion Segmentation
A Foo, ML Lee, W Hsu, G Lim, TY Wong
Innovative Applications of Artificial Intelligence (IAAI), Thirty-Second …, 2020
442020
Technical and Imaging Factors Influencing Performance of Deep Learning Systems for Diabetic Retinopathy Screening
M Yip, G Lim, ZW Lim, DQ Nguyen, C Chong, M Yu, V Bellemo, Y Xie, ...
npj Digital Medicine 3 (40), 1-12, 2020
38*2020
Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study
G Lim, ZW Lim, D Xu, D Ting, TY Wong, ML Lee, W Hsu
Innovative Applications of Artificial Intelligence (IAAI), Thirty-First …, 2019
262019
Updates in Deep Learning Research in Ophthalmology
WY Ng, S Zhang, Z Wang, C Ong, DV Gunasekeran, G Lim, F Zheng, ...
Clinical Science 135 (20), 2357-2376, 2021
242021
Generative Data Augmentation for Diabetic Retinopathy Classification
G Lim, P Thombre, ML Lee, W Hsu
Tools with Artificial Intelligence (ICTAI), 32nd IEEE International …, 2020
192020
Artificial Intelligence in Myopia: Current and Future Trends
LL Foo, WY Ng, G Lim, TE Tan, M Ang, D Ting
Current Opinion in Ophthalmology 32 (5), 413-424, 2021
172021
Cost-Effectiveness Analysis of an Artificial Intelligence-Assisted Deep Learning System Implemented in the National Tele-Medicine Diabetic Retinopathy Screening in Singapore
Y Xie, Q Nguyen, V Bellemo, M Yip, XQ Lee, H Hamzah, G Lim, W Hsu, ...
Investigative Ophthalmology & Visual Science 60 (9), 5471-5471, 2019
172019
Validation of a Natural Language Processing Algorithm for Detecting Infectious Disease Symptoms in Primary Care Electronic Medical Records in Singapore
A Hardjojo, A Gunachandran, L Pang, MR Abdullah, W Wah, JCW Chen, ...
JMIR Medical Informatics 6 (2), e36, 2018
162018
Constrained-MSER Detection of Retinal Pathology
G Lim, ML Lee, W Hsu
Pattern Recognition (ICPR), 21st International Conference on, 2059-2062, 2012
15*2012
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