Publications by authors named "An-Ran Ran"

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Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?
Qingshan Hou, Yukun Zhou, Jocelyn Hui Lin Goh, Ke Zou, Samantha Min Er Yew, An Ran Ran

Ophthalmol Sci· January 2026

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A deep learning system for detecting silent brain infarction and predicting stroke risk.
Nan Jiang, Hongwei Ji, Zhouyu Guan, Yuesong Pan, Chenxin Deng, An Ran Ran

Nat Biomed Eng· November 2025

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Building the world's first truly global medical foundation model.
Yih Chung Tham, Jocelyn Hui Lin Goh, Paul Nderitu, Yukun Zhou, An Ran Ran

Nat Med· November 2025

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Matters arising: Utilizing foundation models for developing clinical tools.
Hin Yin Chan, Chak Fung Ng, Oscar Yui Ming Choi, An Ran Ran, Carol Y Cheung

NPJ Digit Med· November 2025

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Real-World Prospective Validation and Economic Evaluation of Deep Learning-Based Diabetic Retinopathy Detection From Fundus Photographs: A Systematic Review and Meta-analysis.
An Ran Ran, Jennifer Li Ding, Ziqi Tang, Ching Lam, Truong X Nguyen

Diabetes Care· November 2025

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An eyecare foundation model for clinical assistance: a randomized controlled trial.
Yilan Wu, Bo Qian, Tingyao Li, Yiming Qin, Zhouyu Guan, An Ran Ran, Wojciech Szaraniec

Nat Med· October 2025

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The acceptance of ophthalmic artificial intelligence for eye diseases: a literature review and qualitative analysis.
An Ran Ran, Chun Ho Lui, Yih-Chung Tham, Ching-Yu Cheng, Chiu Yu Lam

Eye (Lond)· August 2025

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Reference-Based OCT Angiogram Super-Resolution With Learnable Texture Generation.
Yuyan Ruan, Dawei Yang, Ziqi Tang, An Ran Ran, Jiguang Wang

IEEE Trans Neural Netw Learn Syst· July 2025

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Oculomics: Current concepts and evidence.
Zhuoting Zhu, Yueye Wang, Ziyi Qi, Wenyi Hu, Xiayin Zhang, An Ran Ran

Prog Retin Eye Res· May 2025

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Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study.
Ziyao Meng, Zhouyu Guan, Shujie Yu, Yilan Wu, Yaoning Zhao, An Ran Ran

Lancet Digit Health· May 2025

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Moving artificial intelligence development to deployment in ophthalmology: randomised controlled trials are warranted.
Shuyi Zhang, Truong X Nguyen, Xujia Liu, Simon K H Szeto, Carol Y Cheung, An Ran Ran

Eye (Lond)· April 2025

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Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN.
Weiwen Zhang, Dawei Yang, Haoxuan Che, An Ran Ran, Carol Y Cheung

IEEE J Biomed Health Inform· April 2025

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Value proposition of retinal imaging in Alzheimer's disease screening: A review of eight evolving trends.
Victor T T Chan, An Ran Ran, Siegfried K Wagner, Herbert Y H Hui, Xiaoyan Hu

Prog Retin Eye Res· November 2024

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Deep learning-based image quality assessment for optical coherence tomography macular scans: a multicentre study.
Ziqi Tang, Xi Wang, An Ran Ran, Dawei Yang, Anni Ling

Br J Ophthalmol· October 2024

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Developing a privacy-preserving deep learning model for glaucoma detection: a multicentre study with federated learning.
An Ran Ran, Xi Wang, Poemen P Chan, Mandy O M Wong, Hunter Yuen

Br J Ophthalmol· July 2024

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Performance of Artificial Intelligence in Detecting Diabetic Macular Edema From Fundus Photography and Optical Coherence Tomography Images: A Systematic Review and Meta-analysis.
Ching Lam, Yiu Lun Wong, Ziqi Tang, Xiaoyan Hu, Truong X Nguyen, An Ran Ran

Diabetes Care· February 2024

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High Myopia Normative Database of Peripapillary Retinal Nerve Fiber Layer Thickness to Detect Myopic Glaucoma in a Chinese Population.
Yunhe Song, Fei Li, Rachel S Chong, Wei Wang, An Ran Ran

Ophthalmology· December 2023

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What can GPT-4 do for Diagnosing Rare Eye Diseases? A Pilot Study.
Xiaoyan Hu, An Ran Ran, Truong X Nguyen, Simon Szeto, Jason C Yam

Ophthalmol Ther· December 2023

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Large language models and their impact in ophthalmology.
Bjorn Kaijun Betzler, Haichao Chen, Ching-Yu Cheng, Cecilia S Lee, Guochen Ning, An Ran Ran

Lancet Digit Health· December 2023

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Deep learning in optical coherence tomography: Where are the gaps?
Dawei Li, An Ran Ran, Carol Y Cheung, Jerry L Prince

Clin Exp Ophthalmol· November 2023

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Deep Reinforcement Learning-Based Retinal Imaging in Alzheimer's Disease: Potential and Perspectives.
Herbert Y H Hui, An Ran Ran, Jia Jia Dai, Carol Y Cheung

J Alzheimers Dis· July 2023

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Deep Learning in Optical Coherence Tomography Angiography: Current Progress, Challenges, and Future Directions.
Dawei Yang, An Ran Ran, Truong X Nguyen, Timothy P H Lin, Hao Chen

Diagnostics (Basel)· January 2023

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Applications of Artificial Intelligence and Deep Learning in Glaucoma.
Dinah Chen, An Ran Ran, Ting Fang Tan, Rithu Ramachandran, Fei Li

Asia Pac J Ophthalmol (Phila)· January 2023

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A deep learning model for detection of Alzheimer's disease based on retinal photographs: a retrospective, multicentre case-control study.
Carol Y Cheung, An Ran Ran, Shujun Wang, Victor T T Chan, Kaiser Sham

Lancet Digit Health· November 2022

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Federated Learning in Ocular Imaging: Current Progress and Future Direction.
Truong X Nguyen, An Ran Ran, Xiaoyan Hu, Dawei Yang, Meirui Jiang

Diagnostics (Basel)· November 2022

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