N
Nguyen Duc Quang
Researcher at Singapore National Eye Center
Publications - 6
Citations - 1383
Nguyen Duc Quang is an academic researcher from Singapore National Eye Center. The author has contributed to research in topics: Vietnamese & Deep learning. The author has an hindex of 3, co-authored 4 publications receiving 857 citations.
Papers
More filters
Journal ArticleDOI
Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes.
Daniel Shu Wei Ting,Daniel Shu Wei Ting,Carol Y. Cheung,Carol Y. Cheung,Gilbert Lim,Gavin Tan,Gavin Tan,Nguyen Duc Quang,Alfred Tau Liang Gan,Haslina Hamzah,Renata Garcia-Franco,Ian Yew San Yeo,Ian Yew San Yeo,Shu Yen Lee,Shu Yen Lee,Edmund Yick Mun Wong,Edmund Yick Mun Wong,Charumathi Sabanayagam,Charumathi Sabanayagam,Mani Baskaran,Mani Baskaran,Farah Nur Ilyana Mohd Ibrahim,Ngiap Chuan Tan,Ngiap Chuan Tan,Eric A. Finkelstein,Ecosse L. Lamoureux,Ecosse L. Lamoureux,Ian Y. H. Wong,Neil M. Bressler,Sobha Sivaprasad,Rohit Varma,Jost B. Jonas,Mingguang He,Ching-Yu Cheng,Ching-Yu Cheng,Gemmy Cheung,Gemmy Cheung,Tin Aung,Tin Aung,Wynne Hsu,Mong Li Lee,Tien Yin Wong,Tien Yin Wong +42 more
TL;DR: In this evaluation of retinal images from multiethnic cohorts of patients with diabetes, the DLS had high sensitivity and specificity for identifying diabetic retinopathy and related eye diseases.
Journal ArticleDOI
Hypertension, blood pressure control and diabetic retinopathy in a large population-based study.
Lei Liu,Nguyen Duc Quang,Riswana Banu,Himeesh Kumar,Yih Chung Tham,Ching-Yu Cheng,Tien Yin Wong,Charumathi Sabanayagam +7 more
TL;DR: In a population-based sample of Asian adults with diabetes and hypertension, treated but poorly controlled as well as untreated hypertension were significantly associated with any-DR.
Journal ArticleDOI
Intra‐session repeatability of quantitative metrics using widefield optical coherence tomography angiography (OCTA) in elderly subjects
Jimmy Hong,Bingyao Tan,Nguyen Duc Quang,Preeti Gupta,Emily Lin,Damon Wong,Marcus Ang,Ecosse L. Lamoureux,Leopold Schmetterer,Jacqueline Chua +9 more
TL;DR: To assess the repeatability of retinal vascular metrics using different postprocessing methods as obtained from the swept‐source optical coherence tomography angiography (SS‐OCTA), the objective was to establish a baseline level of confidence in the reproducibility of these metrics.
Book ChapterDOI
Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning
Michelle Y.T. 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 +12 more
TL;DR: The DLS performance improved with higher AUC, sensitivity and specificity with the adoption of the newer DCNNs and transfer learning with newer deep convolutional neural networks.
Journal ArticleDOI
Influences of environment perception and social media communication via brand loyalty on the intention to buy green products among Vietnamese youth
Trinh Le Tan,Nguyen Duc Quang +1 more
TL;DR: In this article , a novelty research model was built by combining the Theory of Planned Behavior (TPB) to measure customer intentions in terms of environmental perception and influencing factors of social media communication through brand loyalty, which have positive effects on brand loyalty (BL), significantly affecting green purchasing intentions (GPI).