Gilbert Lim - RankMe

13 papers A* 2B 3Journal 4Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Chest X-Ray Report Generation Using Abnormality Guided Vision Language Model. IEEE Access Dasith Edirisinghe, Wimukthi Nimalsiri, Mahela Hennayake, Dulani Meedeniya, Gilbert Lim
2024	J	`jnl`	Automated Tool Support for Glaucoma Identification With Explainability Using Fundus Images. IEEE Access Thisara Shyamalee, Dulani Meedeniya, Gilbert Lim, Mihipali Karunarathne
2020	B	`conf`	Generative Data Augmentation for Diabetic Retinopathy Classification. ICTAI Gilbert Lim, Pranav Thombre, Mong-Li Lee, Wynne Hsu
2020	A*	`conf`	Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation. AAAI Alex Foo, Wynne Hsu, Mong-Li Lee, Gilbert Lim, Tien Yin Wong
2020	J	`jnl`	Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy. npj Digit. Medicine 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
2019	J	`jnl`	Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study. npj Digit. Medicine 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
2019	A*	`conf`	Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study. AAAI Gilbert Lim, Zhan Wei Lim, Dejiang Xu, Daniel Shu Wei Ting, Tien Yin Wong, Mong-Li Lee, Wynne Hsu
2018	B	`conf`	A Differential-Based Approach for Vessel Type Classification in Retinal Images. ICIP Dejiang Xu, Gilbert Lim, Mong-Li Lee, Wynne Hsu
2018	—	`conf`	Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs. ACCV Workshops 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
2018	—	`conf`	Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning. ACCV Workshops 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
2018	—	`conf`	Intermediate Goals in Deep Learning for Retinal Image Analysis. ACCV Workshops Gilbert Lim, Wynne Hsu, Mong-Li Lee
2015	B	`conf`	Integrated Optic Disc and Cup Segmentation with Deep Learning. ICTAI Gilbert Lim, Yuan Cheng, Wynne Hsu, Mong-Li Lee
2014	—	`conf`	Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening. AAAI Workshop: Modern Artificial Intelligence for Health Analytics Gilbert Lim, Mong-Li Lee, Wynne Hsu, Tien Yin Wong