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ARVO Annual Meeting Abstract June 2025

Real-World Implementation of Deep Learning Models in Ophthalmology: A Systematic Review and Conceptual Mapping of Implementation Outcomes

Rachel Marjorie Tseng; Li Cheng Ong; Elaine Lum; Yih Chung Tham

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3880.

ARVO Annual Meeting Abstract June 2025

Are Traditional Deep Learning Models as good as Retinal-specific Foundation Model for Ocular and Systemic Disease Detection?

Samantha Yew; Xiaofeng Lei; Jocelyn Hui Lin Goh; Yibing Chen; Miao Li Chee; Marco Chak Yan Yu; Zhi Da Soh; Cancan Xue; Ya Xing Wang; Jost B. Jonas; Vinay Nangia; Krithi Pushpanathan; Ke Zou; Qingshan Hou; Sahana Srinivasan; Carol Yim-lui Cheung; Yukun Zhou; Pearse Andrew Keane; Jun Zhou; Rick Goh; Yong Liu; Ching-Yu Cheng; Yih Chung Tham

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):4635.

ARVO Annual Meeting Abstract June 2025

Single or Fused Foundational Models (FMs)? Optimizing Eye-specific FMs for Ophthalmological Applications

Ke Zou; Qingshan Hou; Samantha Yew; Minjie Zou; Jocelyn Hui Lin Goh; Meng Wang; Huazhu Fu; Ching-Yu Cheng; Yih-Chung Tham

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):4637.

ARVO Annual Meeting Abstract June 2025

The comparison of reading and writing versus screen time on myopia at 9 years in Singapore children in the GUSTO birth cohort.

Seang-Mei Saw; Fan Wu; Hla Myint Htoon; Fabian Yap; Chen Hsin Sun; Charumathi Sabanayagam; Yih Chung Tham

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):5157.

ARVO Annual Meeting Abstract June 2025

Can OpenAI's New O1 Model Outperform Its Predecessors in Common Eye Care Queries?

Krithi Pushpanathan; Minjie Zou; Sahana Srinivasan; Wendy Meihua Wong; Erlangga Mangunkusumo; George Naveen Thomas; Yien Lai; Chen Hsin Sun; Janice Sing Harn Lam; MARCUS CHUN JIN TAN; HAZEL ANNE HUI'EN LIN; Weizhi Ma; VICTOR TECK CHANG KOH; David Ziyou Chen; Yih Chung Tham

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3923.

ARVO Annual Meeting Abstract June 2025

Rising Prevalence and Causes of Visual Impairment in High Myopia: A Community-Based Study

Zehua Jiang; Zhe Pan; Yih Chung Tham; Tien Yin Wong; Ya Xing Wang

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):2003.

ARVO Annual Meeting Abstract June 2025

Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model

Meng Wang; Tian Lin; Aidi Lin; Ke Zou; Yih Chung Tham; Dianbo Liu; Wendy Meihua Wong; Sahil Thakur; Beau J Fenner; Sophia Y Wang; Cecilia S Lee; Lucia Sobrin; Haoyu Chen; Huazhu Fu; Ching-Yu Cheng

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):499.

ARVO Annual Meeting Abstract June 2025

Is an Ultra Large Natural Image-Based Foundation Model (FM) Superior to a Retina-Specific FM?

Yih Chung Tham; Qingshan Hou; Jocelyn Hui Lin Goh; Yukun Zhou; Samantha Yew; Ke Zou; Siegfried Wagner; Gabor Mark Somfai; Carol Yim-lui Cheung; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):498.

ARVO Annual Meeting Abstract June 2025

How training data impact medical foundation models?

Yukun Zhou; Zheyuan Wang; Yilan Wu; Siegfried Wagner; Lie Ju; Yih Chung Tham; Tien Yin Wong; Daniel Alexander; Bin Sheng; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):4178.

ARVO Annual Meeting Abstract June 2025

Large Language Models: Pioneering New Educational Frontiers in Childhood Myopia

Mohammad Delsoz; Amr K. Hassan; Brian Fowler; Natalie C Kerr; Lauren Claire Ditta; Mary Ellen Hoehn; Seyed Amin Nabavi; Amir Rahdar; Margaret M DeAngelis; Yih-Chung Tham; Siamak Yousefi

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3940.

ARVO Annual Meeting Abstract June 2025

EyeFM: A Multi-Modal Vision-Language Copilot Foundation Model for Eyecare

Tien Y Wong; Yilan Wu; Bo Qian; Tingyao Li; Yiming Qin; Zhouyu Guan; Tingli Chen; Yali Jia; Ping Zhang; Rajiv Raman; Jakob Grauslund; Lee-Ling Lim; Carol Yim-lui Cheung; Ying Feng Zheng; Pearse Andrew Keane; Yih-Chung Tham; Bin Sheng

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):864.

ARVO Annual Meeting Abstract June 2025

Cost-effectiveness of integrating AI-based retinal cardiovascular disease risk assessment with diabetic retinopathy screening programmes: a multi-country analysis

Wenyi Hu; Rui Li; Yujie Wang; Xuemei Zhang; Qingsheng Peng; Gabriel YANG; Anran Ran; Siegfried Wagner; Yih-Chung Tham; Ekaterina Woods; Peter van Wijngaarden; Elif Ekinci; Carol Yim-lui Cheung; Gavin Tan; Paul J Foster; Pearse Andrew Keane; Tien Yin Wong; Ching-Yu Cheng; Mingguang He; Zhuoting Zhu; Lei Zhang

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):1905.

ARVO Annual Meeting Abstract June 2025

Comparison of traditional deep learning and RETFound-based deep learning for detecting chronic kidney disease

Charumathi Sabanayagam; Pavitra Thyagarajan; Evelyn Chee; Ya Xing Wang; Tai E Shyong; Yih Chung Tham; Wynne Hsu; Mong Li Lee; Gavin Tan; Tien Yin Wong; Ching-Yu Cheng

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3307.

ARVO Annual Meeting Abstract June 2025

Prediction and Risk-Stratification of Eye and Systemic Diseases Using a Retinal Aging Biomarker: A Phenome-Wide Oculomics Analysis of Over 400 Outcomes

Cancan Xue; Marco Yu; Crystal Chong; Hengtong Li; Qingsheng Peng; Ting Xu; Dianbo Liu; Charumathi Sabanayagam; Zhida Soh; Yih Chung Tham; Ching-Yu Cheng

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3305.

ARVO Annual Meeting Abstract June 2025

Comparison of deep-learning based retinal imaging biomarkers for their association with incident cardiovascular diseases

Faye Ng Yu Ci; Cancan Xue; Yih Chung Tham; Crystal Chong; Marco Chak Yan Yu; Simon Nusinovici; Tyler Rim; Carol Yim-lui Cheung; Tien Yin Wong; Ching-Yu Cheng

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3866.

Retina June 2025

Relationship of Choroidal Thickness With Age-Related Macular Degeneration in Asians: An Asian Eye Epidemiology Consortium Meta-Analysis

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Mariko Sasaki; Kai Xiong Cheong; Crystal Chun Yuen Chong; Marco Yu; Akiko Hanyuda; Kenya Yuki; Kazuno Negishi; Sawako Hashimoto; Kohta Fujiwara; Kohei Sonoda; Ya Xing Wang; Fei Gao; Anyarak Amornpetchsathaporn; Methaphon Chainakul; Ramyaa Srinivasan; Rehana Khan; Rajiv Raman; Paisan Ruamviboonsuk; Sung Ho Kim; Su Jeong Song; Mohammad Hassan Emamian; Hassan Hashemi; Akbar Fotouhi; Juping Liu; Xiaorong Li; Jost B. Jonas; Chui Ming Gemmy Cheung; Tien Yin Wong; Ching-Yu Cheng; Yih Chung Tham; Yasuo Yanagi; Anna Cheng Sim Tan
TAGS: age-related macular degeneration, asian, epidemiology, eye, meta-analysis, choroid, smoking
Invest. Ophthalmol. Vis. Sci.. 2025; 66(6):36. https://doi.org/10.1167/iovs.66.6.36

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2024

Association of Myopia with Higher Risk of Incident Visual Impairment in a Multi-ethnic Asian Population: the Singapore Epidemiology of Eye Diseases Study

Faye Yu Ci Ng; Zhi Wei Lim; Miao Li Chee; Hengtong Li; Charumathi Sabanayagam; Ching-Yu Cheng; Yih Chung Tham

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):423.

ARVO Annual Meeting Abstract June 2024

Performances of Popular Large Language Models from China and Abroad in Chinese Myopia Care Queries: A Comparative Analysis

Zehua Jiang; Yueyuan Xu; Ziyao Wang; Yingxiang Han; Zhe Pan; Qian Wang; Gangyue Wu; Xiaofei Wang; Ya Xing Wang; Tien Y Wong; Yih Chung Tham

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1509.

ARVO Annual Meeting Abstract June 2024

Deep learning-based cardiovascular risk stratification for stage 1 hypertension using retinal photographs

Tyler Hyungtaek RIM; Hyun Goo Kang; Sahil Thakur; Chan Joo Lee; Sung Soo Kim; Marco Yu; Yih-Chung Tham; Sungha Park; Tien Y Wong; Ching-Yu Cheng

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3722.

ARVO Annual Meeting Abstract June 2024

Projection of Glaucoma Burden Worldwide in 2060 with Myopia Surge

Zi Yao Wang; Zhe Pan; You Wu; Chun Zhang; Jost B. Jonas; Yih-Chung Tham; Tien Y Wong; Ya Xing Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4605.

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Real-World Implementation of Deep Learning Models in Ophthalmology: A Systematic Review and Conceptual Mapping of Implementation Outcomes

Are Traditional Deep Learning Models as good as Retinal-specific Foundation Model for Ocular and Systemic Disease Detection?

Single or Fused Foundational Models (FMs)? Optimizing Eye-specific FMs for Ophthalmological Applications

The comparison of reading and writing versus screen time on myopia at 9 years in Singapore children in the GUSTO birth cohort.

Can OpenAI's New O1 Model Outperform Its Predecessors in Common Eye Care Queries?

Rising Prevalence and Causes of Visual Impairment in High Myopia: A Community-Based Study

Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model

Is an Ultra Large Natural Image-Based Foundation Model (FM) Superior to a Retina-Specific FM?

How training data impact medical foundation models?

Large Language Models: Pioneering New Educational Frontiers in Childhood Myopia

EyeFM: A Multi-Modal Vision-Language Copilot Foundation Model for Eyecare

Cost-effectiveness of integrating AI-based retinal cardiovascular disease risk assessment with diabetic retinopathy screening programmes: a multi-country analysis

Comparison of traditional deep learning and RETFound-based deep learning for detecting chronic kidney disease

Prediction and Risk-Stratification of Eye and Systemic Diseases Using a Retinal Aging Biomarker: A Phenome-Wide Oculomics Analysis of Over 400 Outcomes

Comparison of deep-learning based retinal imaging biomarkers for their association with incident cardiovascular diseases

Relationship of Choroidal Thickness With Age-Related Macular Degeneration in Asians: An Asian Eye Epidemiology Consortium Meta-Analysis

Association of Myopia with Higher Risk of Incident Visual Impairment in a Multi-ethnic Asian Population: the Singapore Epidemiology of Eye Diseases Study

Performances of Popular Large Language Models from China and Abroad in Chinese Myopia Care Queries: A Comparative Analysis

Deep learning-based cardiovascular risk stratification for stage 1 hypertension using retinal photographs

Projection of Glaucoma Burden Worldwide in 2060 with Myopia Surge

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