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)

Artificial Intelligence in Predicting Systemic Parameters and Diseases From Ophthalmic Imaging. - Bjorn Kaijun Betzler; Tyler Hyungtaek Rim; Charumathi Sabanayagam; Ching-Yu Cheng (Frontiers Digit. Health, 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)

Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images. - Xinyu Zhao; Xingwang Gu; Lihui Meng; Yongwei Chen; Qing Zhao; Shiyu Cheng; Wenfei Zhang; Tiantian Cheng; Chuting Wang; Zhengming Shi; Shengyin Jiao; Changlong Jiang; et al. (npj Digit. Medicine, 2024)

Are Traditional Deep Learning Model Approaches as Effective as a Retinal-Specific Foundation Model for Ocular and Systemic Disease Detection? - 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; et al. (CoRR, 2025)

An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care. - Zhi Da Soh; Yang Bai; Kai Yu 009; Yang Zhou 017; Xiaofeng Lei; Sahil Thakur; Zann Lee; Lee Ching Linette Phang; Qingsheng Peng; Cancan Xue; Rachel Chong; Quan V. Hoang; et al. (CoRR, 2025)