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Wei Yan Ng
Researcher at National University of Singapore
Publications - 6
Citations - 93
Wei Yan Ng is an academic researcher from National University of Singapore. The author has contributed to research in topics: Health care & Blockchain. The author has an hindex of 1, co-authored 6 publications receiving 4 citations. Previous affiliations of Wei Yan Ng include Singapore National Eye Center.
Papers
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Journal ArticleDOI
Blockchain applications in health care for COVID-19 and beyond: a systematic review.
Wei Yan Ng,Tien-En Tan,Prasanth V.H. Movva,Andrew Hao Sen Fang,Andrew Hao Sen Fang,Khung Keong Yeo,Dean Ho,Fuji Shyy San Foo,Zhe Xiao,Kai Sun,Tien Yin Wong,Alex Tiong Heng Sia,Alex Tiong Heng Sia,Daniel Shu Wei Ting +13 more
TL;DR: In this paper, the authors conducted a systematic review of blockchain-related and non-COVID-19-related applications in health care, and identified relevant reports published in MEDLINE, SpringerLink, Institute of Electrical and Electronics Engineers Xplore, ScienceDirect, arXiv and Google Scholar up to July 29, 2021.
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Updates in deep learning research in ophthalmology.
Wei Yan Ng,Shihao Zhang,Zhaoran Wang,Charles Jit Teng Ong,Dinesh Visva Gunasekeran,Gilbert Lim,Feihui Zheng,Shaun Chern Yuan Tan,Gavin Tan,Tyler Hyungtaek Rim,Leopold Schmetterer,Daniel Shu Wei Ting +11 more
TL;DR: In this article, a combination of factors including concerns over security and privacy, poor generalizability, trust and explainability issues, unfavorable end-user perceptions and uncertain economic value would require a combination approach.
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Artificial intelligence in myopia: current and future trends.
TL;DR: There are currently four significant domains of AI in myopia, including machine learning (ML), deep learning (DL), genetics and natural language processing (NLP) as mentioned in this paper, which have been demonstrated to be useful adjunctive for myopia prediction and biometry for cataract surgery in highly myopic individuals.
Journal ArticleDOI
Blockchain Technology for Ophthalmology: Coming of Age?
Wei Yan Ng,Tien-En Tan,Zhe Xiao,Prasanth V.H. Movva,Fuji S.S. Foo,Dongyuan Yun,Wenben Chen,Tien Yin Wong,Hao Tian Lin,Daniel S W Ting +9 more
Journal ArticleDOI
Generative adversarial networks in ophthalmology: what are these and how can they be used?
Zhaoran Wang,Gilbert Lim,Gilbert Lim,Wei Yan Ng,Wei Yan Ng,Pearse A. Keane,J. Peter Campbell,Gavin Tan,Gavin Tan,Leopold Schmetterer,Tien Yin Wong,Tien Yin Wong,Yong Liu,Daniel Shu Wei Ting,Daniel Shu Wei Ting +14 more
TL;DR: In this article, the authors introduce how GANs can be deployed for image synthesis in ophthalmology and discuss the potential applications of GAN-produced images, and propose a method to evaluate the outputs produced by GAN.