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2020 – today
- 2024
[j4]Thisara Shyamalee
, Dulani Meedeniya, Gilbert Lim, Mihipali Karunarathne:
Automated Tool Support for Glaucoma Identification With Explainability Using Fundus Images. IEEE Access 12: 17290-17307 (2024)- [i1]Jasmine Chiat Ling Ong, Liyuan Jin, Kabilan Elangovan, Gilbert Yong San Lim, Daniel Yan Zheng Lim, Gerald Gui Ren Sng, Yuhe Ke, Joshua Yi Min Tung, Ryan Jian Zhong, Christopher Ming Yao Koh, Keane Zhi Hao Lee, Xiang Chen, Jack Kian Chng, Aung Than, Ken Junyang Goh, Daniel Shu Wei Ting:
Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties. CoRR abs/2402.01741 (2024) - 2023
- [j3]Li Lian Foo, Gilbert Yong San Lim, Carla Lanca, Chee Wai Wong, Quan V. Hoang, Xiu Juan Zhang, Jason C. Yam, Leopold Schmetterer, Audrey Chia, Tien Yin Wong, Daniel S. W. Ting, Seang-Mei Saw, Marcus Ang:
Deep learning system to predict the 5-year risk of high myopia using fundus imaging in children. npj Digit. Medicine 6 (2023) - 2020
- [j2]Michelle Yuen Ting Yip, Gilbert Lim, Zhan Wei Lim, Quang Duc Nguyen, Crystal C. Y. Chong, Marco Yu, Valentina Bellemo, Yuchen Xie, Xin Qi Lee, Haslina Hamzah, Jinyi Ho, Tien-En Tan, Charumathi Sabanayagam, Andrzej Grzybowski, Gavin Siew Wei Tan, Wynne Hsu, Mong-Li Lee, Tien Yin Wong, Daniel S. W. Ting:
Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy. npj Digit. Medicine 3 (2020) - [c10]Alex Foo, Wynne Hsu, Mong-Li Lee, Gilbert Lim, Tien Yin Wong:
Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation. AAAI 2020: 13267-13272 - [c9]Gilbert Lim, Pranav Thombre, Mong-Li Lee, Wynne Hsu:
Generative Data Augmentation for Diabetic Retinopathy Classification. ICTAI 2020: 1096-1103
2010 – 2019
- 2019
- [j1]Daniel S. W. Ting, Carol Yim-lui Cheung, Quang Duc Nguyen, Charumathi Sabanayagam, Gilbert Lim, Zhan Wei Lim, Gavin Siew Wei Tan, Yu Qiang Soh, Leopold Schmetterer, Ya Xing Wang, Jost B. Jonas, Rohit Varma, Mong-Li Lee, Wynne Hsu, Ecosse Lamoureux, Ching-Yu Cheng, Tien Yin Wong:
Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study. npj Digit. Medicine 2 (2019) - [c8]Gilbert Lim, Zhan Wei Lim, Dejiang Xu, Daniel Shu Wei Ting, Tien Yin Wong, Mong-Li Lee, Wynne Hsu:
Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study. AAAI 2019: 9510-9515 - 2018
- [c7]Gilbert Lim, Wynne Hsu, Mong-Li Lee:
Intermediate Goals in Deep Learning for Retinal Image Analysis. ACCV Workshops 2018: 276-281 - [c6]Michelle Yuen Ting Yip, Zhan Wei Lim, Gilbert Lim, Nguyen Duc Quang, Haslina Hamzah, Jinyi Ho, Valentina Bellemo, Yuchen Xie, Xin Qi Lee, Mong-Li Lee, Wynne Hsu, Tien Yin Wong, Daniel Shu Wei Ting:
Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning. ACCV Workshops 2018: 282-288 - [c5]Valentina Bellemo, Michelle Yuen Ting Yip, Yuchen Xie, Xin Qi Lee, Quang Duc Nguyen, Haslina Hamzah, Jinyi Ho, Gilbert Lim, Dejiang Xu, Mong-Li Lee, Wynne Hsu, Renata Garcia-Franco, Geeta Menon, Ecosse Lamoureux, Ching Yu Cheng, Tien Yin Wong, Daniel Shu Wei Ting:
Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs. ACCV Workshops 2018: 309-315 - [c4]Dejiang Xu, Gilbert Lim, Mong-Li Lee, Wynne Hsu:
A Differential-Based Approach for Vessel Type Classification in Retinal Images. ICIP 2018: 2790-2794 - 2015
- [c3]Gilbert Lim, Yuan Cheng, Wynne Hsu, Mong-Li Lee:
Integrated Optic Disc and Cup Segmentation with Deep Learning. ICTAI 2015: 162-169 - 2014
- [c2]Gilbert Lim, Mong-Li Lee, Wynne Hsu, Tien Yin Wong:
Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening. AAAI Workshop: Modern Artificial Intelligence for Health Analytics 2014 - 2012
- [c1]Gilbert Yong San Lim, Mong-Li Lee, Wynne Hsu:
Constrained-MSER detection of retinal pathology. ICPR 2012: 2059-2062
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