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NMRC/MOH/HCSAINV21nov-0001

Funded outputs count: 27
Funder award ID: NMRC/MOH/HCSAINV21nov-0001
OpenAlex ID: G30712838
LEME: open large language models for ophthalmology with advanced reasoning and clinical validation
2026 · Hyunjae Kim, Xuguang Ai, et al. · npj Digital Medicine · 1
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Prediction bias in biological ageing markers
2026 · Lin, Yiqun, Ong, Ariel Yuhan, et al. · arXiv (Cornell University)
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Investigating the fundamental characteristics of retinal age models
2026 · Yukun Zhou, Yiqun Lin, et al. · Research Square
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Co-intelligence: a proposal for human–artificial intelligence collaboration for large language models in medical research
2026 · Ariel Yuhan Ong, David A Merle, et al. · The Lancet Digital Health · 1
Time and person sensitive foundation model for disease prediction and risk stratification
2026 · Zheyuan Wang, Yukun Zhou, et al. · npj Digital Medicine · 3
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Large language model-based scribing tools for ophthalmology: performance and safety evaluation using simulated clinical encounters
2026 · Minjie Zou, Sahana Srinivasan, et al. · Eye
Prospective real-world implementation of deep learning systems in healthcare: a systematic review guided by implementation science
2026 · Rachel Marjorie Wei Wen Tseng, Li Cheng Ong, et al. · npj Digital Medicine · 9
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Reasoning-driven large language models in medicine: opportunities, challenges, and the road ahead
2026 · Xiaofei Wang, Zhuxin Xiong, et al. · The Lancet Digital Health · 9
BEnchmarking Large Language Models for Ophthalmology (BELO): An Expert-Curated Data Set and Evaluation Framework for Knowledge and Reasoning
2025 · Sahana Srinivasan, Xuguang Ai, et al. · Ophthalmology Science · 2
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Reply
2025 · Krithi Pushpanathan, Minjie Zou, et al. · Ophthalmology Science
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Building the world’s first truly global medical foundation model
2025 · Yih Chung Tham, Jocelyn Hui Lin Goh, et al. · Nature Medicine · 13
Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?
2025 · Qingshan Hou, Yukun Zhou, et al. · Ophthalmology Science · 8
Multi-Comparison of Different Ocular Imaging Modality-based Deep Learning Models for Visually Significant Cataract Detection
2025 · Jocelyn Hui Lin Goh, Xiaofeng Lei, et al. · Ophthalmology Science · 4
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Vision transformer-based stratification of pre/diabetic and pre/hypertensive patients from retinal photographs for 3PM applications
2025 · Krithi Pushpanathan, Yang Bai, et al. · The EPMA Journal · 8
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Large language model comparisons between English and Chinese query performance for cardiovascular prevention
2025 · Hongwei Ji, Xiaofei Wang, et al. · Communications Medicine · 18
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Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?
2025 · Hou, Qingshan, Zhou, Yukun, et al. · arXiv (Cornell University)
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Associations between shorter leucocyte telomere length and increased risk of age-related macular degeneration in women: insights from the United Kingdom Biobank study
2024 · Can Can Xue, Simon Nusinovici, et al. · Eye · 7
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Deep Imbalanced Regression Model for Predicting Refractive Error from Retinal Photos
2024 · Samantha Min Er Yew, Xiaofeng Lei, et al. · Ophthalmology Science · 4
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Comparative Analysis of Vision Transformers and Conventional Convolutional Neural Networks in Detecting Referable Diabetic Retinopathy
2024 · Jocelyn Hui Lin Goh, Elroy Ang, et al. · Ophthalmology Science · 52
Is Kidney Function Associated with Age-Related Macular Degeneration?
2023 · Can Can Xue, Ralene Sim, et al. · Ophthalmology · 16
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Review of emerging trends and projection of future developments in large language models research in ophthalmology
2023 · Matthew Wong, Zhi Wei Lim, et al. · British Journal of Ophthalmology · 29
Large language models and their impact in ophthalmology
2023 · Bjorn Kaijun Betzler, Haichao Chen, et al. · The Lancet Digital Health · 160
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Popular large language model chatbots’ accuracy, comprehensiveness, and self-awareness in answering ocular symptom queries
2023 · Krithi Pushpanathan, Zhi Wei Lim, et al. · iScience · 78
Axial length elongation profiles from 3 to 6 years in an Asian paediatric population: the Growing Up in Singapore Towards Healthy Outcomes birth cohort study (GUSTO)
2023 · David Ziyou Chen, Charlene Wong, et al. · British Journal of Ophthalmology · 5
Benchmarking large language models’ performances for myopia care: a comparative analysis of ChatGPT-3.5, ChatGPT-4.0, and Google Bard
2023 · Zhi Wei Lim, Krithi Pushpanathan, et al. · EBioMedicine · 312
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