Constrained-MSER detection of retinal pathology. - Gilbert Yong San Lim; Mong-Li Lee; Wynne Hsu (ICPR, 2012)

Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening. - Gilbert Lim; Mong-Li Lee; Wynne Hsu; Tien Yin Wong (AAAI Workshop: Modern Artificial Intelligence for Health Analytics, 2014)

Integrated Optic Disc and Cup Segmentation with Deep Learning. - Gilbert Lim; Yuan Cheng 005; Wynne Hsu; Mong-Li Lee (ICTAI, 2015)

Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs. - Valentina Bellemo; Michelle Yuen Ting Yip; Yuchen Xie; Xin Qi Lee; Quang Duc Nguyen 001; Haslina Hamzah; Jinyi Ho; Gilbert Lim; Dejiang Xu; Mong-Li Lee; Wynne Hsu; Renata Garcia-Franco; et al. (ACCV Workshops, 2018)

Intermediate Goals in Deep Learning for Retinal Image Analysis. - Gilbert Lim; Wynne Hsu; Mong-Li Lee (ACCV Workshops, 2018)

Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning. - Michelle Yuen Ting Yip; Zhan Wei Lim; Gilbert Lim; Nguyen Duc Quang 001; Haslina Hamzah; Jinyi Ho; Valentina Bellemo; Yuchen Xie; Xin Qi Lee; Mong-Li Lee; Wynne Hsu; Tien Yin Wong; et al. (ACCV Workshops, 2018)

A Differential-Based Approach for Vessel Type Classification in Retinal Images. - Dejiang Xu; Gilbert Lim; Mong-Li Lee; Wynne Hsu (ICIP, 2018)

Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study. - Gilbert Lim; Zhan Wei Lim; Dejiang Xu; Daniel Shu Wei Ting; Tien Yin Wong; Mong-Li Lee; Wynne Hsu (AAAI, 2019)

Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study. - Daniel S. W. Ting; Carol Yim-lui Cheung; Quang Duc Nguyen 001; Charumathi Sabanayagam; Gilbert Lim; Zhan Wei Lim; Gavin Siew Wei Tan; Yu Qiang Soh; Leopold Schmetterer; Ya Xing Wang; Jost B. Jonas; Rohit Varma; et al. (npj Digit. Medicine, 2019)

Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation. - Alex Foo; Wynne Hsu; Mong-Li Lee; Gilbert Lim; Tien Yin Wong (AAAI, 2020)

Generative Data Augmentation for Diabetic Retinopathy Classification. - Gilbert Lim; Pranav Thombre; Mong-Li Lee; Wynne Hsu (ICTAI, 2020)

Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy. - Michelle Yuen Ting Yip; Gilbert Lim; Zhan Wei Lim; Quang Duc Nguyen 001; Crystal C. Y. Chong; Marco Yu; Valentina Bellemo; Yuchen Xie; Xin Qi Lee; Haslina Hamzah; Jinyi Ho; Tien-En Tan; et al. (npj Digit. Medicine, 2020)

Deep learning system to predict the 5-year risk of high myopia using fundus imaging in children. - 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; et al. (npj Digit. Medicine, 2023)

Automated Tool Support for Glaucoma Identification With Explainability Using Fundus Images. - Thisara Shyamalee; Dulani Meedeniya; Gilbert Lim; Mihipali Karunarathne (IEEE Access, 2024)

Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties. - 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; et al. (CoRR, 2024)