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ORCIDCarol Yim-lui Cheung
Person information
- affiliation: Singapore Eye Research Institute, Singapore
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2020 – today
- 2025
[i2]Samantha Min Er Yew, Xiaofeng Lei, Jocelyn Hui Lin Goh, Yibing Chen, Sahana Srinivasan, Miao-li Chee, Krithi Pushpanathan, Ke Zou, Qingshan Hou, Zhi Da Soh, Cancan Xue, Marco Chak Yan Yu, Charumathi Sabanayagam, E. Shyong Tai, Xueling Sim, Yaxing Wang, Jost B. Jonas, Vinay Nangia, Gabriel Dawei Yang, Emma Anran Ran, Carol Yim-lui Cheung, Yangqin Feng, Jun Zhou, Rick Siow Mong Goh, Yukun Zhou, Pearse A. Keane, Yong Liu, Ching-Yu Cheng, Yih-Chung Tham:
Are Traditional Deep Learning Model Approaches as Effective as a Retinal-Specific Foundation Model for Ocular and Systemic Disease Detection? CoRR abs/2501.12016 (2025)- [i1]Qingshan Hou, Yukun Zhou, Jocelyn Hui Lin Goh, Ke Zou, Samantha Min Er Yew, Sahana Srinivasan, Meng Wang, Thaddaeus Wai Soon Lo, Xiaofeng Lei, Siegfried K. Wagner, Mark A. Chia, Dawei Yang, Hongyang Jiang, Emma Anran Ran, Rui Santos, Gábor Márk Somfai, Juan Helen Zhou, Haoyu Chen, Qingyu Chen, Carol Yim-lui Cheung, Pearse A. Keane, Yih Chung Tham:
Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases? CoRR abs/2502.06289 (2025) - 2024
- [j4]Mini Han Wang
, Lumin Xing, Yi Pan, Feng Gu, Junbin Fang, Xiangrong Yu, Chi Pui Pang, Kelvin Kam Lung Chong, Carol Yim-lui Cheung, Xulin Liao, Xiaoxiao Fang, Jie Yang, Ruoyu Zhou, Xiaoshu Zhou, Fengling Wang, Wenjian Liu:
AI-Based Advanced Approaches and Dry Eye Disease Detection Based on Multi-Source Evidence: Cases, Applications, Issues, and Future Directions. Big Data Min. Anal. 7(2): 445-484 (2024)
2010 – 2019
- 2019
- [j3]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) - 2017
- [j2]Désiré Sidibé, Shrinivasan Sankar, Guillaume Lemaitre, Mojdeh Rastgoo, Joan Massich, Carol Yim-lui Cheung, Gavin Siew Wei Tan, Dan Milea, Ecosse Lamoureux, Tien Yin Wong, Fabrice Mériaudeau:
An anomaly detection approach for the identification of DME patients using spectral domain optical coherence tomography images. Comput. Methods Programs Biomed. 139: 109-117 (2017) - 2016
- [c17]Khaled Alsaih, Guillaume Lemaitre, Joan Massich Vall, Mojdeh Rastgoo, Désiré Sidibé, Tien Yin Wong, Ecosse Lamoureux, Dan Milea, Carol Yim-lui Cheung, Fabrice Mériaudeau:
Classification of SD-OCT volumes with multi pyramids, LBP and HOG descriptors: Application to DME detections. EMBC 2016: 1344-1347 - [c16]Joan Massich, Mojdeh Rastgoo, Guillaume Lemaitre, Carol Yim-lui Cheung, Tien Yin Wong, Desire Sidibé, Fabrice Mériaudeau:
Classifying DME vs normal SD-OCT volumes: A review. ICPR 2016: 1297-1302 - 2013
- [c15]Ngan Meng Tan, Yanwu Xu, Jiang Liu, Wooi Boon Goh, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong:
Domain prior based superpixel propagation for optic cup localization. ISBI 2013: 880-883 - [c14]Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Yim-lui Cheung, Tien Yin Wong:
Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression. MICCAI (2) 2013: 468-475 - 2012
- [c13]Xinting Gao, Damon Wing Kee Wong, Tian-Tsong Ng, Carol Yim-lui Cheung, Ching Yu Cheng, Tien Yin Wong:
Automatic Grading of Cortical and PSC Cataracts Using Retroillumination Lens Images. ACCV (2) 2012: 256-267 - [c12]Fengshou Yin, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong:
Automated segmentation of optic disc and optic cup in fundus images for glaucoma diagnosis. CBMS 2012: 1-6 - [c11]Damon Wing Kee Wong, Jiang Liu, Ngan Meng Tan, Fengshou Yin, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong:
An ensembling approach for optic cup detection based on spatial heuristic analysis in retinal fundus images. EMBC 2012: 1426-1429 - [c10]Jun Cheng, Jiang Liu, Yanwu Xu, Fengshou Yin, Damon Wing Kee Wong, Beng Hai Lee, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong:
Superpixel classification for initialization in model based optic disc segmentation. EMBC 2012: 1450-1453 - [c9]Xinting Gao, Damon Wing Kee Wong, Aloysius Wishnu Aryaputera, Ying Sun, Ching Yu Cheng, Carol Yim-lui Cheung, Tien Yin Wong:
Automatic pterygium detection on cornea images to enhance computer-aided cortical cataract grading system. EMBC 2012: 4434-4437 - [c8]Jun Cheng, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Carol Yim-lui Cheung, Mani Baskaran, Tien Yin Wong, Seang Mei Saw:
Peripapillary atrophy detection by biologically inspired feature. ICPR 2012: 53-56 - [c7]Damon Wing Kee Wong, Jiang Liu, Ngan Meng Tan, Fengshou Yin, Beng Hai Lee, Yih Chung Tham, Carol Yim-lui Cheung, Tien Yin Wong:
Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking. ICPR 2012: 73-76 - [c6]Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong:
Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors. MICCAI (1) 2012: 58-65 - 2011
- [c5]Fengshou Yin, Jiang Liu, Sim Heng Ong, Ying Sun, Damon Wing Kee Wong, Ngan Meng Tan, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong:
Model-based optic nerve head segmentation on retinal fundus images. EMBC 2011: 2626-2629 - [c4]Jun Cheng, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Beng Hai Lee, Carol Yim-lui Cheung, Mani Baskaran, Tien Yin Wong, Tin Aung:
Focal edge association to glaucoma diagnosis. EMBC 2011: 4481-4484 - [c3]Jun Cheng, Jiang Liu, Damon Wing Kee Wong, Fengshou Yin, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong:
Automatic optic disc segmentation with peripapillary atrophy elimination. EMBC 2011: 6224-6227 - [c2]Zhuo Zhang, Chee Keong Kwoh, Jiang Liu, Fengshou Yin, Adrianto Wirawan, Carol Yim-lui Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong:
MRMR optimized classification for automatic glaucoma diagnosis. EMBC 2011: 6228-6231 - [c1]Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong:
Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis. MICCAI (3) 2011: 1-8 - 2010
- [j1]Shijian Lu, Carol Yim-lui Cheung, Jiang Liu, Joo-Hwee Lim, Christopher Kai-shun Leung, Tien Yin Wong:
Automated Layer Segmentation of Optical Coherence Tomography Images. IEEE Trans. Biomed. Eng. 57(10): 2605-2608 (2010)
Coauthor Index
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