Gavin Siew Wei Tan - Publications, H-index & Citations

Gavin Siew Wei Tan

Singapore Eye Research Institute

49H指数

188论文数

1.4W被引数

收录论文 89

发表时间

Generative adversarial networks (GAN) for pre-dilation retinal photograph quality enhancement 生成对抗网络（GAN）用于预处理视网膜照片质量增强

Eye

IF3.2

2026-07-24

PREAI

Jocelyn Hui Lin Goh; Mingrui Tan; Xiaofeng Lei; Shaohua Li; Sarah Shwu Huey Tan; Haslina Hamzah; Gabriel Dawei Yang; Zhi Da Soh; Tyler Hyungtaek Rim; Gavin Siew Wei Tan; Rick Siow Mong Goh; Yong Liu; Ching-Yu Cheng; Yih Chung Tham

Real-World Outcomes After Switching to Faricimab in Patients with Chronic Diabetic Macular Edema at a Tertiary Eye Center in Singapore 新加坡三级眼科中心慢性糖尿病性黄斑水肿患者转换使用Faricimab后的真实世界结局

Ophthalmology and Therapy

IF3.2

2026-05-31

OAAI

Kanae Fukutsu; Rose Ann Goh; Fang Zheng; Charles Ong; Anna C. S. Tan; Gemmy C. M. Cheung; Gavin S. W. Tan

Predicting Diabetic Retinopathy Progression and vision decline in a multiethnic cohort with optical coherence tomography angiography 预测糖尿病视网膜病变进展及视力下降：基于光学相干断层扫描血管成像的多民族队列研究

Ophthalmology Science

IF4.6

2026-02-24

OAAI

Qianhui Yang; Kelvin Y.C. Teo; Yueheng Hong; Bingyao Tan; Rose Tan; Leopold Schmetterer; Chan Choi Mun; Gemmy Chui Ming Cheung; Tien Yin Wong; Gavin Siew Wei Tan

Artificial intelligence in predicting anti-VEGF treatment response in diabetic macular edema: current progress and future directions 人工智能在预测抗VEGF治疗糖尿病黄斑水肿反应中的应用：当前进展与未来方向

VISUAL NEUROSCIENCE

IF2.3

2025-12-10

PREAI

Cao, Dan; Yao, Jie; Ting, Daniel Shu Wei; Tan, Gavin Siew Wei

Consensuses and controversies on causes, diagnosis and management of diabetic macular edema (DME)关于糖尿病黄斑水肿（DME）病因、诊断及管理的共识与争议

Progress in Retinal and Eye Research

IF14.7

2025-09-24

PREAI

Danny S.C. Ng; Paisan Ruamviboonsuk; Rajendra S. Apte; Sanyam Bajimaya; Carmen K.M. Chan; Andrew Chang; Carol Y. Cheung; Shih-Jen Chen; Varun Chaudhary; Voraporn Chaikitmongkol; Jay Chhablani; Taraprasad Das; Suber S. Huang; Jost B. Jonas; Timothy Y.Y. Lai; Chi-Chun Lai; Jin Ma; Marion R. Munk; Raja Narayanan; Nishant V. Radke; Min Sagong; Charumathi Sabanayagam; Sobha Sivaprasad; Masahiko Shimura; Koh-Hei Sonoda; Jennifer K. Sun; Gavin S.W. Tan; Brijesh Takkar; Gianni Virgili; Stela Vujosevic; Min Wang; Seung-Young Yu; Xinyuan Zhang; Jingfa Zhang; Tien-Yin Wong; Dennis S.C. Lam

Macular Buckle, Vitrectomy or combined approach for the management of Macular Hole Retinal Detachment: A Systematic Review and Network Meta-Analysis 黄斑裂孔视网膜脱离的管理：巩膜扣带术、玻璃体切除术或联合方法——一项系统评价和网络Meta分析

Ophthalmology Retina

IF5.7

2025-09-01

PREAI

Jasmine Yaowei Ge; Alvin Wei Jun Teo; Andrew S,H. Tsai; Gavin Siew Wei Tan; Shu Yen Lee; Cheung Ning; Wei-Chi Wu; Yih-Shiou Hwang; Chi-Chun Lai; Hung-Da Chou

Retinal Neuronal Changes and Kidney Dysfunction in Diabetes Mellitus 糖尿病视网膜神经元变化与肾功能不全

clinical and experimental ophthalmology

IF0

2025-08-10

PREAI

Dan Cao; Qianhui Yang; Yueheng Hong; Rose Tan; Farah N. I. Ibrahim; Cynthia Lim; Jason Choo; Charumathi Sabanayagam; Thomas M. Coffman; Tien Yin Wong; Gavin Siew Wei Tan

Detection of Center-Involved Diabetic Macular Edema With Visual Impairment Using Multimodal Artificial Intelligence Algorithms 使用多模态人工智能算法检测伴有视力损害的中心累及型糖尿病黄斑水肿

Ophthalmology Retina

IF5.7

2025-04-24

OAAI

Tien-En Tan; Yi Pin Ng; Claire Calhoun; Jia Quan Chaung; Jie Yao; Yan Wang; Liangli Zhen; Xinxing Xu; Yong Liu; Rick S.M. Goh; Gabriele Piccoli; Stela Vujosevic; Gavin S.W. Tan; Jennifer K. Sun; Daniel S.W. Ting

Genetic landscape of uveal melanoma in Southeast Asia: high 1q gains and unique patterns of metastasis risk 东南亚葡萄膜黑色素瘤的遗传景观：1q高频增益和独特的转移风险模式

EYE AND VISION

IF4

2025-04-16

OAAI

Chen, Chuanfei; Wang, Mona Meng; Lim, Alvin Soon Tiong; Heng, Evelyn Yee Hsieh; Tien, Sim Leng; Shen, Sunny Yu; Tan, Gavin Siew Wei; Chan, Jason Yongsheng; Chan, Anita Sook Yee

Psychometric evaluation and computerized adaptive testing simulations of age-related macular degeneration quality of life item banks

ASIA-PACIFIC JOURNAL OF OPHTHALMOLOGY

IF4.5

2025-03-01

OAAI

Fenwick, Eva K.; Man, Ryan E. K.; Tan, Anna C. S.; Najjar, Raymond P.; Milea, Dan; Lee, Ester P. X.; Wong, Tien Yin; Tan, Gavin S. W.; Chan, Hwei Wuen; Laude, Augustinus; Teo, Kelvin Y. C.; Lee, Shu Yen; Yeo, Ian Yew San; Mathur, Ranjana; Cheung, Gemmy C. M.; Lamoureux, Ecosse L.

Predicting the need for diabetic macular oedema treatment from photographic screening in the Singapore Integrated Diabetic Retinopathy Programme (SiDRP)预测新加坡综合糖尿病视网膜病变项目（SiDRP）中通过摄影筛查对糖尿病黄斑水肿治疗的需求

EYE

IF3.2

2025-02-28

OAAI

Poh, Stanley S. J.; Teo, Kelvin Y. C.; Goh, Rose Ann; Lee, Qian Xin; Hamzah, Haslina; Sim, Serene S. C.; Tan, Colin S.; Tan, Ngiap Chuan; Wong, Tien Yin; Tan, Gavin S. W.

Integrated image-based deep learning and language models for primary diabetes care 用于初级糖尿病护理的基于图像的深度学习和语言模型

NATURE MEDICINE

IF50

2024-07-19

OAAI

Li, Jiajia; Guan, Zhouyu; Wang, Jing; Cheung, Carol Y.; Zheng, Yingfeng; Lim, Lee-Ling; Lim, Cynthia Ciwei; Ruamviboonsuk, Paisan; Raman, Rajiv; Corsino, Leonor; Echouffo-Tcheugui, Justin B.; Luk, Andrea O. Y.; Chen, Li Jia; Sun, Xiaodong; Hamzah, Haslina; Wu, Qiang; Wang, Xiangning; Liu, Ruhan; Wang, Ya Xing; Chen, Tingli; Zhang, Xiao; Yang, Xiaolong; Yin, Jun; Wan, Jing; Du, Wei; Quek, Ten Cheer; Goh, Jocelyn Hui Lin; Yang, Dawei; Hu, Xiaoyan; Nguyen, Truong X.; Szeto, Simon K. H.; Chotcomwongse, Peranut; Malek, Rachid; Normatova, Nargiza; Ibragimova, Nilufar; Srinivasan, Ramyaa; Zhong, Pingting; Huang, Wenyong; Deng, Chenxin; Ruan, Lei; Zhang, Cuntai; Zhang, Chenxi; Zhou, Yan; Wu, Chan; Dai, Rongping; Koh, Sky Wei Chee; Abdullah, Adina; Hee, Nicholas Ken Yoong; Tan, Hong Chang; Liew, Zhong Hong; Tien, Carolyn Shan-Yeu; Kao, Shih Ling; Lim, Amanda Yuan Ling; Mok, Shao Feng; Sun, Lina; Gu, Jing; Wu, Liang; Li, Tingyao; Cheng, Di; Wang, Zheyuan; Qin, Yiming; Dai, Ling; Meng, Ziyao; Shu, Jia; Lu, Yuwei; Jiang, Nan; Hu, Tingting; Huang, Shan; Huang, Gengyou; Yu, Shujie; Liu, Dan; Ma, Weizhi; Guo, Minyi; Guan, Xinping; Yang, Xiaokang; Bascaran, Covadonga; Cleland, Charles R.; Bao, Yuqian; Ekinci, Elif I.; Jenkins, Alicia; Chan, Juliana C. N.; Bee, Yong Mong; Sivaprasad, Sobha; Shaw, Jonathan E.; Simo, Rafael; Keane, Pearse A.; Cheng, Ching-Yu; Tan, Gavin Siew Wei; Jia, Weiping; Tham, Yih-Chung; Li, Huating; Sheng, Bin; Wong, Tien Yin

Optical coherence tomography choroidal enhancement using generative deep learning

NPJ DIGITAL MEDICINE

IF15.1

2024-05-04

OAAI

Bellemo, Valentina; Kumar Das, Ankit; Sreng, Syna; Chua, Jacqueline; Wong, Damon; Shah, Janika; Jonas, Rahul; Tan, Bingyao; Liu, Xinyu; Xu, Xinxing; Tan, Gavin Siew Wei; Agrawal, Rupesh; Ting, Daniel Shu Wei; Yong, Liu; Schmetterer, Leopold

Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis 基于几何对应的多模态学习用于眼科图像分析

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-05-01

PREAI

Wang, Yan; Zhen, Liangli; Tan, Tien-En; Fu, Huazhu; Feng, Yangqin; Wang, Zizhou; Xu, Xinxing; Goh, Rick Siow Mong; Ng, Yipin; Calhoun, Claire; Tan, Gavin Siew Wei; Sun, Jennifer K.; Liu, Yong; Ting, Daniel Shu Wei

Transition probabilities of diabetic retinopathy and death in an Asian population with diabetes

ASIA-PACIFIC JOURNAL OF OPHTHALMOLOGY

IF4.5

2024-05-01

OAAI

Seshasai, Sudarshan; He, Feng; Lam, Betty; Hamzah, Haslina; Cheng, Ching-Yu; Li, Jialiang; Wong, Tien Yin; Tan, Gavin Siew Wei; Sabanayagam, Charumathi

Extending the diabetic retinopathy screening intervals in Singapore: methodology and preliminary findings of a cohort study

BMC PUBLIC HEALTH

IF3.6

2024-03-13

OAAI

Aravindhan, Amudha; Fenwick, Eva K.; Chan, Aurora Wing Dan; Man, Ryan Eyn Kidd; Tan, Ngiap Chuan; Wong, Wei Teen; Soo, Wern Fern; Lim, Shin Wei; Wee, Sabrina Yi-Mei; Sabanayagam, Charumathi; Finkelstein, Eric; Tan, Gavin; Hamzah, Haslina; Chakraborty, Bibhas; Acharyya, Sanchalika; Shyong, Tai E.; Scanlon, Peter; Wong, Tien Yin; Lamoureux, Ecosse L.

DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images DRAC 2022: 超宽光学相干断层扫描血管造影图像上糖尿病视网膜病变分析的公共基准

PATTERNS

IF7.4

2024-03-01

OAAI

Qian, Bo; Chen, Hao; Wang, Xiangning; Guan, Zhouyu; Li, Tingyao; Jin, Yixiao; Wu, Yilan; Wen, Yang; Che, Haoxuan; Kwon, Gitaek; Kim, Jaeyoung; Choi, Sungjin; Shin, Seoyoung; Krause, Felix; Unterdechler, Markus; Hou, Junlin; Feng, Rui; Li, Yihao; Daho, Mostafa El Habib; Yang, Dawei; Wu, Qiang; Zhang, Ping; Yang, Xiaokang; Cai, Yiyu; Tan, Gavin Siew Wei; Cheung, Carol Y.; Jia, Weiping; Li, Huating; Tuan, Yih Chung; Wong, Tien Yin; Sheng, Bin

Large language models for diabetes care: Potentials and prospects 糖尿病护理的大型语言模型: 潜力和前景

SCIENCE BULLETIN

IF21.1

2024-03-01

OAAI

Sheng, Bin; Guan, Zhouyu; Lim, Lee-Ling; Jiang, Zehua; Mathioudakis, Nestoras; Li, Jiajia; Liu, Ruhan; Bao, Yuqian; Bee, Yong Mong; Wang, Ya-Xing; Zheng, Yingfeng; Tan, Gavin Siew Wei; Ji, Hongwei; Car, Josip; Wang, Haibo; Klonoff, David C.; Li, Huating; Tham, Yih-Chung; Wong, Tien Yin; Jia, Weiping

A deep learning system for predicting time to progression of diabetic retinopathy 预测糖尿病视网膜病变进展时间的深度学习系统

NATURE MEDICINE

IF50

2024-01-04

OAAI

Dai, Ling; Sheng, Bin; Chen, Tingli; Wu, Qiang; Liu, Ruhan; Cai, Chun; Wu, Liang; Yang, Dawei; Hamzah, Haslina; Liu, Yuexing; Wang, Xiangning; Guan, Zhouyu; Yu, Shujie; Li, Tingyao; Tang, Ziqi; Ran, Anran; Che, Haoxuan; Chen, Hao; Zheng, Yingfeng; Shu, Jia; Huang, Shan; Wu, Chan; Lin, Shiqun; Liu, Dan; Li, Jiajia; Wang, Zheyuan; Meng, Ziyao; Shen, Jie; Hou, Xuhong; Deng, Chenxin; Ruan, Lei; Lu, Feng; Chee, Miaoli; Quek, Ten Cheer; Srinivasan, Ramyaa; Raman, Rajiv; Sun, Xiaodong; Wang, Ya Xing; Wu, Jiarui; Jin, Hai; Dai, Rongping; Shen, Dinggang; Yang, Xiaokang; Guo, Minyi; Zhang, Cuntai; Cheung, Carol Y.; Tan, Gavin Siew Wei; Tham, Yih-Chung; Cheng, Ching-Yu; Li, Huating; Wong, Tien Yin; Jia, Weiping

Ocular microvascular complications in diabetic retinopathy: insights from machine learning

BMJ OPEN DIABETES RESEARCH & CARE

IF4.1

2024-01-02

OAAI

Ahmed, Thiara S.; Shah, Janika; Zhen, Yvonne N. B.; Chua, Jacqueline; Wong, Damon W. K.; Nusinovici, Simon; Tan, Rose; Tan, Gavin; Schmetterer, Leopold; Tan, Bingyao

研究方向