Gilbert Lim

According to our database, Gilbert Lim authored at least 15 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Jack Kian Chng, Aung Than, Ken Junyang Goh, Daniel Shu Wei Ting

CoRR, 2024

Automated Tool Support for Glaucoma Identification With Explainability Using Fundus Images.

Thisara Shyamalee, Dulani Meedeniya, Gilbert Lim, Mihipali Karunarathne

IEEE Access, 2024

2023

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, Marcus Ang

npj Digit. Medicine, 2023

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, 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

npj Digit. Medicine, 2020

Generative Data Augmentation for Diabetic Retinopathy Classification.

Gilbert Lim, Pranav Thombre, Mong-Li Lee, Wynne Hsu

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation.

Alex Foo, Wynne Hsu, Mong-Li Lee, Gilbert Lim, Tien Yin Wong

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

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, 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

npj Digit. Medicine, 2019

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

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Differential-Based Approach for Vessel Type Classification in Retinal Images.

Dejiang Xu, Gilbert Lim, Mong-Li Lee, Wynne Hsu

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning.

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

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

Intermediate Goals in Deep Learning for Retinal Image Analysis.

Gilbert Lim, Wynne Hsu, Mong-Li Lee

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

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, 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

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2015

Integrated Optic Disc and Cup Segmentation with Deep Learning.

Gilbert Lim, Yuan Cheng, Wynne Hsu, Mong-Li Lee

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

2014

Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening.

Gilbert Lim, Mong-Li Lee, Wynne Hsu, Tien Yin Wong

Proceedings of the Modern Artificial Intelligence for Health Analytics, 2014

2012

Constrained-MSER detection of retinal pathology.

Gilbert Yong San Lim, Mong-Li Lee, Wynne Hsu

Proceedings of the 21st International Conference on Pattern Recognition, 2012