An anomaly detection approach for the identification of DME patients using spectral domain optical coherence tomography images. - 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 (Comput. Methods Programs Biomed., 2017)

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)

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)

DP-GAT: A Framework for Image-based Disease Progression Prediction. - Alex Foo; Wynne Hsu; Mong-Li Lee; Gavin Siew Wei Tan (KDD, 2022)

DeepDRiD: Diabetic Retinopathy - Grading and Image Quality Estimation Challenge. - Ruhan Liu; Xiangning Wang; Qiang Wu; Ling Dai; Xi Fang; Tao Yan; Jaemin Son; Shiqi Tang; Jiang Li 001; Zijian Gao; Adrian Galdran; J. M. Poorneshwaran; et al. (Patterns, 2022)

Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes. - Bjorn Kaijun Betzler; Evelyn Chee; Feng He; Cynthia Ciwei Lim; Jinyi Ho; Haslina Hamzah; Ngiap Chuan Tan; Gerald Liew; Gareth J. McKay; Ruth E. Hogg; Ian S. Young; Ching-Yu Cheng; et al. (J. Am. Medical Informatics Assoc., 2023)

Optical coherence tomography choroidal enhancement using generative deep learning. - Valentina Bellemo; Ankit Kumar Das; Syna Sreng; Jacqueline Chua; Damon Wing Kee Wong; Janika Shah; Rahul Jonas; Bingyao Tan; Xinyu Liu; Xinxing Xu; Gavin Siew Wei Tan; Rupesh Agrawal; et al. (npj Digit. Medicine, 2024)

Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis. - Yan Wang 015; Liangli Zhen; Tien-En Tan; Huazhu Fu; Yangqin Feng; Zizhou Wang; Xinxing Xu; Rick Siow Mong Goh; Yipin Ng; Claire Calhoun; Gavin Siew Wei Tan; Jennifer K. Sun; et al. (IEEE Trans. Medical Imaging, 2024)