logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
J

Jocelyn Hui Lin Goh

singapore national eye centre

11H-index
43Paper Count
1.0KCitation Count
Published Papers 22
Publication Date
logo
Twelve-Year Incidence, Causes, and Determinants of Visual Impairment and Visual Improvement in a Multiethnic Asian Population: The Singapore Epidemiology of Eye Diseases (SEED) Study
errOphthalmology Science
IF4.6
err2026-08-03
err0
errOAAI
errGabriel Dawei Yang; Can Can Xue; Miao Li Chee; Zhi Da Soh; Qingsheng Peng; Jocelyn Hui Lin Goh; Zhi Wei Lim; Miao Ling Chee; Hongyu Wei; Yanyan Chen; Charumathi Sabanayagam; Ching-Yu Cheng; Yih Chung Tham
errShare
errSave
Generative adversarial networks (GAN) for pre-dilation retinal photograph quality enhancement
errEye
IF3.2
err2026-07-24
err0
PREAI
errJocelyn 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
errShare
errSave
Time and person sensitive foundation model for disease prediction and risk stratification
errnpj Digital Medicine
IF15.1
err2026-03-14
err0
errOAAI
errZheyuan Wang; Yukun Zhou; Yilan Wu; Jocelyn Hui Lin Goh; Ke Zou; Zhouyu Guan; Yibing Chen; Gabriel Dawei Yang; Ping Zhang; Changchang Yin; An Ran Ran; Miao Li Chee; Can can Xue; Zhi da Soh; Samantha Yew; Danqi Fang; Xujia Liu; Benjamin Sommer Thinggaard; Jakob Grauslund; Haoxuan Li; Yixiao Jin; Jia Shu; Tingyao Li; Nan Jiang; Tingli Chen; Huating Li; Xiangning Wang; Qiang Wu; Charumathi Sabanayagam; Siegfried K. Wagner; Carol Y. Cheung; Ching-Yu Cheng; Bin Sheng; Tien Yin Wong; Pearse A. Keane; Yih-Chung Tham
errShare
errSave
Understanding pre-training data effects in retinal foundation models using two large fundus cohorts
errNature Communications
IF15.7
err2026-02-28
err0
errOAAI
errYukun Zhou; Zheyuan Wang; Yilan Wu; Ariel Yuhan Ong; Siegfried K. Wagner; Eden Ruffell; Mark A. Chia; Zhouyu Guan; Lie Ju; Justin Engelmann; David A. Merle; Tingyao Li; Jia Shu; Paul Nderitu; Ke Zou; Jocelyn Hui Lin Goh; Qingshan Hou; Xiaoxuan Liu; Yaxing Wang; Yih Chung Tham; Andre Altmann; Carol Y. Cheung; Daniel C. Alexander; Eric J. Topol; Alastair K. Denniston; Tien Yin Wong; Bin Sheng; Pearse A. Keane
errShare
errSave
Agentic artificial intelligence in eye care: is clinical autonomy finally within reach?
errThe Lancet Digital Health
IF0
err2026-02-19
err0
errOAAI
errKe Zou; Jocelyn Hui Lin Goh; Gabriel Dawei Yang; Sahana Srinivasan; Qingyu Chen; Pearse A Keane; Yih-Chung Tham
errShare
errSave
Prospective real-world implementation of deep learning systems in healthcare: a systematic review guided by implementation science
errnpj Digital Medicine
IF15.1
err2026-01-23
err0
errOAAI
errRachel Marjorie Wei Wen Tseng; Li Cheng Ong; Jocelyn Hui Lin Goh; Yibing Chen; Tina Chen; Elaine Lum; Yih-Chung Tham
errShare
errSave
Evaluation of a Community-Based AI-Assisted Visual Impairment Screening Model for Performance, Operational Efficiency, Acceptability, Feasibility, and Costs: Protocol for a 2-Arm Pragmatic Randomized Controlled Trial
errJMIR Research Protocols
IF1.5
err2026-01-01
err0
PREAI
errChen, Yibing; Koh, Kai Hui; Ho, Jin Wei Clarine; Yew, Samantha Min Er; Goh, Jocelyn Hui Lin; Lum, Elaine; Tham, Yih Chung
errShare
errSave
Benchmarking LLMs for Ophthalmology (BELO): An Expert-Curated Dataset and Evaluation Framework for Knowledge and Reasoning
errOphthalmology Science
IF4.6
err2025-12-26
err0
errOAAI
errSahana Srinivasan; Xuguang Ai; Thaddaeus Wai Soon Lo; Aidan Gilson; Minjie Zou; Ke Zou; Hyunjae Kim; Mingjia Yang; Krithi Pushpanathan; Samantha Yew; Wan Ting Loke; Jocelyn Goh; Yibing Chen; Yiming Kong; Emily Yuelei Fu; Michelle Ongyong Hui; Kristen Nwanyanwu; Amisha Dave; Kelvin Zhenghao Li; Chen-Hsin Sun
errShare
errSave
Understanding the robustness of vision-language models to medical image artefacts
errnpj Digital Medicine
IF15.1
err2025-11-27
err0
errOAAI
errZijie Cheng; Ariel Yuhan Ong; Siegfried K. Wagner; David A. Merle; Lie Ju; Hanyuan Zhang; Ruinian Chen; Linze Pang; Boxuan Li; Tiantian He; Anran Ran; Hongyang Jiang; Dawei Gabriel YANG; Ke Zou; Jocelyn Hui Lin Goh; Sahana Srinivasan; Andre Altmann; Daniel C. Alexander; Carol Y. Cheung; Yih Chung Tham; Pearse A. Keane; Yukun Zhou
errShare
errSave
Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?
errOphthalmology Science
IF4.6
err2025-08-27
err0
errOAAI
errQingshan Hou; Yukun Zhou; Jocelyn Hui Lin Goh; Ke Zou; Samantha Min Er Yew; Sahana Srinivasan; Meng Wang; Thaddaeus Lo; Xiaofeng Lei; Siegfried K. Wagner; Mark A. Chia; Gabriel Dawei Yang; Hongyang Jiang; AnRan Ran; Rui Santos; Gabor Mark Somfai; Juan Helen Zhou; Haoyu Chen; Qingyu Chen; Carol Yim-Lui Cheung; Pearse A. Keane; Yih Chung Tham
errShare
errSave
Multi-Comparison of Different Ocular Imaging Modality-based Deep Learning Models for Visually Significant Cataract Detection
errOphthalmology Science
IF4.6
err2025-06-03
err0
errOAAI
errJocelyn Hui Lin Goh; Xiaofeng Lei; Miao-Li Chee; Yiming Qian; Marco Yu; Tyler Hyungtaek Rim; Simon Nusinovici; David Ziyou Chen; Kai Hui Koh; Samantha Min Er Yew; Yibing Chen; Victor Teck Chang Koh; Charumathi Sabanayagam; Tien Yin Wong; Xinxing Xu; Rick Siow Mong Goh; Yong Liu; Ching-Yu Cheng; Yih-Chung Tham
errShare
errSave
Vision transformer-based stratification of pre/diabetic and pre/hypertensive patients from retinal photographs for 3PM applications
errEPMA JOURNAL
IF5.9
err2025-05-20
err0
errOAAI
errKrithi Pushpanathan; Yang Bai; Xiaofeng Lei; Jocelyn Hui Lin Goh; Can Can Xue; Samantha Min Er Yew; Miaoli Chee; Ten Cheer Quek; Qingsheng Peng; Zhi Da Soh; Marco Chak Yan Yu; Jun Zhou; Yaxing Wang; Jost B. Jonas; Xiaofei Wang; Xueling Sim; E. Shyong Tai; Charumathi Sabanayagam; Rick Siow Mong Goh; Yong Liu; Ching-Yu Cheng; Yih-Chung Tham
errShare
errSave
Deep Imbalanced Regression Model for Predicting Refractive Error from Retinal Photos
errOPHTHALMOLOGY SCIENCE
IF4.6
err2025-03-01
err0
errOAAI
errYew, Samantha Min Er; Lei, Xiaofeng; Chen, Yibing; Goh, Jocelyn Hui Lin; Pushpanathan, Krithi; Xue, Can Can; Wang, Ya Xing; Jonas, Jost B.; Sabanayagam, Charumathi; Koh, Victor Teck Chang; Xu, Xinxing; Liu, Yong; Cheng, Ching-Yu; Tham, Yih-Chung
errShare
errSave
Comparative Analysis of Vision Transformers and Conventional Convolutional Neural Networks in Detecting Referable Diabetic Retinopathy
errOPHTHALMOLOGY SCIENCE
IF4.6
err2024-11-01
err2
errOAAI
errGoh, Jocelyn Hui Lin; Ang, Elroy; Srinivasan, Sahana; Lei, Xiaofeng; Loh, Johnathan; Quek, Ten Cheer; Xue, Cancan; Xu, Xinxing; Liu, Yong; Cheng, Ching-Yu; Rajapakse, Jagath C.; Tham, Yih-Chung
errShare
errSave
Integrated image-based deep learning and language models for primary diabetes care
errNATURE MEDICINE
IF50
err2024-07-19
err4
errOAAI
errLi, 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
errShare
errSave
A deep network DeepOpacityNet for detection of cataracts from color fundus photographs
errCOMMUNICATIONS MEDICINE
IF6.3
err2023-12-16
err1
errOAAI
errElsawy, Amr; Keenan, Tiarnan D. L.; Chen, Qingyu; Thavikulwat, Alisa T.; Bhandari, Sanjeeb; Quek, Ten Cheer; Goh, Jocelyn Hui Lin; Tham, Yih-Chung; Cheng, Ching-Yu; Chew, Emily Y.; Lu, Zhiyong
errShare
errSave
Benchmarking large language models' performances for myopia care: a comparative analysis of ChatGPT-3.5, ChatGPT-4.0, and Google Bard
errEBIOMEDICINE
IF10.8
err2023-09-01
err111
errOAAI
errLim, Zhi Wei; Pushpanathan, Krithi; Yew, Samantha Min Er; Lai, Yien; Sun, Chen-Hsin; Lam, Janice Sing Harn; Chen, David Ziyou; Goh, Jocelyn Hui Lin; Tan, Marcus Chun Jin; Sheng, Bin; Cheng, Ching-Yu; Koh, Victor Teck Chang; Tham, Yih-Chung
errShare
errSave
Detecting visually significant cataract using retinal photograph-based deep learning (vol 2, pg 264, 2022)
errNATURE AGING
IF19.4
err2022-06-10
err1
errOAAI
errTham, Yih-Chung; Goh, Jocelyn Hui Lin; Anees, Ayesha; Lei, Xiaofeng; Rim, Tyler Hyungtaek; Chee, Miao-Li; Wang, Ya Xing; Jonas, Jost B.; Thakur, Sahil; Teo, Zhen Ling; Cheung, Ning; Hamzah, Haslina; Tan, Gavin S. W.; Husain, Rahat; Sabanayagam, Charumathi; Wang, Jie Jin; Chen, Qingyu; Lu, Zhiyong; Keenan, Tiarnan D.; Chew, Emily Y.; Tan, Ava Grace; Mitchell, Paul; Goh, Rick S. M.; Xu, Xinxing; Liu, Yong; Wong, Tien Yin; Cheng, Ching-Yu
errShare
errSave
DeepLensNet: Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity
errOPHTHALMOLOGY
IF9.5
err2022-05-01
err31
errOAAI
errKeenan, Tiarnan D. L.; Chen, Qingyu; Agron, Elvira; Tham, Yih-Chung; Goh, Jocelyn Hui Lin; Lei, Xiaofeng; Ng, Yi Pin; Liu, Yong; Xu, Xinxing; Cheng, Ching-Yu; Bikbov, Mukharram M.; Jonas, Jost B.; Bhandari, Sanjeeb; Broadhead, Geoffrey K.; Colyer, Marcus H.; Corsini, Jonathan; Cousineau-Krieger, Chantal; Gensheimer, William; Grasic, David; Lamba, Tania; Magone, M. Teresa; Maiberger, Michele; Oshinsky, Arnold; Purt, Boonkit; Shin, Soo Y.; Thavikulwat, Alisa T.; Lu, Zhiyong; Chew, Emily Y.
errShare
errSave
Detecting visually significant cataract using retinal photograph-based deep learning
errNATURE AGING
IF19.4
err2022-02-21
err19
errOAAI
errTham, Yih-Chung; Goh, Jocelyn Hui Lin; Anees, Ayesha; Lei, Xiaofeng; Rim, Tyler Hyungtaek; Chee, Miao-Li; Wang, Ya Xing; Jonas, Jost B.; Thakur, Sahil; Teo, Zhen Ling; Cheung, Ning; Hamzah, Haslina; Tan, Gavin S. W.; Husain, Rahat; Sabanayagam, Charumathi; Wang, Jie Jin; Chen, Qingyu; Lu, Zhiyong; Keenan, Tiarnan D.; Chew, Emily Y.; Tan, Ava Grace; Mitchell, Paul; Goh, Rick S. M.; Xu, Xinxing; Liu, Yong; Wong, Tien Yin; Cheng, Ching-Yu
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
T
Tien Yin Wong
H-index: 208 · Papers: 3.1K
E
Eric J. Topol
H-index: 202 · Papers: 1.7K
J
Jost B. Jonas
H-index: 175 · Papers: 1.9K
J
Jonathan E. Shaw
H-index: 122 · Papers: 868
J
Juliana C.N. Chan
H-index: 119 · Papers: 1.4K
View more