Artificial Intelligence in Predicting Systemic Parameters and Diseases From Ophthalmic Imaging by Bjorn Kaijun Betzler, Bjorn Kaijun Betzler, Tyler Hyungtaek Rim, Tyler Hyungtaek Rim, Charumathi Sabanayagam, Charumathi Sabanayagam, Ching-Yu Cheng, Ching-Yu Cheng

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Editorial: Big data and artificial intelligence in ophthalmology by Sahil Thakur, Tyler Hyungtaek Rim, Tyler Hyungtaek Rim, Darren S. J. Ting, Darren S. J. Ting, Darren S. J. Ting, Yi-Ting Hsieh, Yi-Ting Hsieh, Tae-im Kim, Tae-im Kim

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Editorial: Big data and artificial intelligence in ophthalmology - clinical application and future exploration by Yong Yu Tan, Tyler Hyungtaek Rim, Tyler Hyungtaek Rim, Darren S. J. Ting, Darren S. J. Ting, Darren S. J. Ting, Yi-Ting Hsieh, Yi-Ting Hsieh, Tae-im Kim, Tae-im Kim

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High-Density Lipoprotein Cholesterol in Age-Related Ocular Diseases by Bjorn Kaijun Betzler, Tyler Hyungtaek Rim, Charumathi Sabanayagam, Chui Ming Gemmy Cheung, Ching-Yu Cheng

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The incidence and prevalence of pterygium in South Korea: A 10-year population-based Korean cohort study. by Tyler Hyungtaek Rim, Min Jae Kang, Moonjung Choi, Kyoung Yul Seo, Sung Soo Kim, Sung Soo Kim

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Multi-categorical deep learning neural network to classify retinal images: A pilot study employing small database. by Joon Yul Choi, Tae Keun Yoo, Jeong Gi Seo, Jiyong Kwak, Terry Taewoong Um, Tyler Hyungtaek Rim

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Efficacy of deep learning-based artificial intelligence models in screening and referring patients with diabetic retinopathy and glaucoma by Janani Surya, Garima, Neha Pandy, Tyler Hyungtaek Rim, Geunyoung Lee, M N Swathi Priya, Brughanya Subramanian, Rajiv Raman

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Extracorporeal Membrane Oxygenation Bridge to Lung Transplantation in a Patient with Hermansky-Pudlak Syndrome and Progressive Pulmonary Fibrosis by Wooho Sim, Song Yee Kim, Jinu Han, Tyler Hyungtaek Rim, Jin Gu Lee, Hyo Chae Paik, Moo Suk Park

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Impact of Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) GFR Estimating Equations on CKD Prevalence and Classification Among Asians by Bjorn Kaijun Betzler, Bjorn Kaijun Betzler, Rehena Sultana, Feng He, Yih Chung Tham, Yih Chung Tham, Yih Chung Tham, Cynthia Ciwei Lim, Ya Xing Wang, Vinay Nangia, E. Shyong Tai, Tyler Hyungtaek Rim, Tyler Hyungtaek Rim, Tyler Hyungtaek Rim, Mukharram M. Bikbov, Jost B. Jonas, Jost B. Jonas, Jost B. Jonas, Se Woong Kang, Kyu Hyung Park, Ching-Yu Cheng, Ching-Yu Cheng, Ching-Yu Cheng, Charumathi Sabanayagam, Charumathi Sabanayagam

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Cardiovascular disease and thinning of retinal nerve fiber layer in a multi-ethnic Asian population: the Singapore epidemiology of eye diseases study by Shivani Majithia, Debra Q. Y. Quek, Miao Li Chee, Zhi Wei Lim, Zhi Wei Lim, Simon Nusinovici, Simon Nusinovici, Zhi-Da Soh, Sahil Thakur, Tyler Hyungtaek Rim, Tyler Hyungtaek Rim, Charumathi Sabanayagam, Charumathi Sabanayagam, Ching-Yu Cheng, Ching-Yu Cheng, Ching-Yu Cheng, Yih-Chung Tham, Yih-Chung Tham, Yih-Chung Tham

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Non-invasive chronic kidney disease risk stratification tool derived from retina-based deep learning and clinical factors by Young Su Joo, Tyler Hyungtaek Rim, Hee Byung Koh, Joseph Yi, Hyeonmin Kim, Geunyoung Lee, Young Ah Kim, Shin-Wook Kang, Sung Soo Kim, Jung Tak Park

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Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study by Bjorn Kaijun Betzler, Henrik Hee Seung Yang, Sahil Thakur, Marco Yu, Ten Cheer Quek, Zhi Da Soh, Geunyoung Lee, Yih-Chung Tham, Tien Yin Wong, Tyler Hyungtaek Rim, Ching-Yu Cheng

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Correction: From 2 dimensions to 3rd dimension: Quantitative prediction of anterior chamber depth from anterior segment photographs via deep-learning. by Zhi Da Soh, Yixing Jiang, Sakthi Selvam S/O Ganesan, Menghan Zhou, Monisha Nongiur, Shivani Majithia, Chung Tham, Tyler Hyungtaek Rim, Chaoxu Qian, Victor Koh, Tin Aung, Tien Yin Wong, Xinxing Xu, Yong Liu, Ching-Yu Cheng

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From 2 dimensions to 3rd dimension: Quantitative prediction of anterior chamber depth from anterior segment photographs via deep-learning. by Zhi Da Soh, Yixing Jiang, Sakthi Selvam S/O Ganesan, Menghan Zhou, Monisha Nongiur, Shivani Majithia, Yih Chung Tham, Tyler Hyungtaek Rim, Chaoxu Qian, Victor Koh, Tin Aung, Tien Yin Wong, Xinxing Xu, Yong Liu, Ching-Yu Cheng

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From 2 dimensions to 3rd dimension: Quantitative prediction of anterior chamber depth from anterior segment photographs via deep-learning by Zhi Da Soh, Yixing Jiang, Sakthi Selvam S/O Ganesan, Menghan Zhou, Monisha Nongiur, Shivani Majithia, Yih Chung Tham, Tyler Hyungtaek Rim, Chaoxu Qian, Victor Koh, Tin Aung, Tien Yin Wong, Xinxing Xu, Yong Liu, Ching-Yu Cheng

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Validation of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from UK Biobank by Rachel Marjorie Wei Wen Tseng, Tyler Hyungtaek Rim, Eduard Shantsila, Joseph K. Yi, Sungha Park, Sung Soo Kim, Chan Joo Lee, Sahil Thakur, Simon Nusinovici, Qingsheng Peng, Hyeonmin Kim, Geunyoung Lee, Marco Yu, Yih-Chung Tham, Ameet Bakhai, Paul Leeson, Gregory Y.H. Lip, Tien Yin Wong, Ching-Yu Cheng

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Associations between Chronic Kidney Disease and Thinning of Neuroretinal Layers in Multiethnic Asian and White Populations by Shivani Majithia, OD, Crystal Chun Yuen Chong, BSc, Miao Li Chee, MPH, Marco Yu, PhD, Zhi Da Soh, MPH, Sahil Thakur, MS, MBBS, Raghavan Lavanya, MRCS, Tyler Hyungtaek Rim, MD, PhD, Simon Nusinovici, PhD, Victor Koh, MBBS, MSc, Charumathi Sabanayagam, MD, PhD, Ching-Yu Cheng, MD, PhD, Yih-Chung Tham, PhD

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Prediction of systemic biomarkers from retinal photographs: development and validation of deep-learning algorithms by Tyler Hyungtaek Rim, MD, Geunyoung Lee, BS, Youngnam Kim, MSc, Yih-Chung Tham, PhD, Chan Joo Lee, MD, Su Jung Baik, MD, Young Ah Kim, PhD, Marco Yu, PhD, Mihir Deshmukh, MSc, Byoung Kwon Lee, ProfMD, Sungha Park, ProfMD, Hyeon Chang Kim, ProfMD, Charumathi Sabayanagam, PhD, Daniel S W Ting, MD, Ya Xing Wang, MD, Jost B Jonas, ProfMD, Sung Soo Kim, MD, Tien Yin Wong, ProfMD, Ching-Yu Cheng, ProfMD

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Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs by Tyler Hyungtaek Rim, MD, Chan Joo Lee, MD, Yih-Chung Tham, PhD, Ning Cheung, MD, Marco Yu, PhD, Geunyoung Lee, BS, Youngnam Kim, MS, Daniel S W Ting, MD, Crystal Chun Yuen Chong, BS, Yoon Seong Choi, MD, Tae Keun Yoo, MD, Ik Hee Ryu, MD, Su Jung Baik, MD, Young Ah Kim, MD, Sung Kyu Kim, MD, Sang-Hak Lee, ProfMD, Byoung Kwon Lee, ProfMD, Seok-Min Kang, ProfMD, Edmund Yick Mun Wong, FRCSEd, Hyeon Chang Kim, ProfMD, Sung Soo Kim, ProfMD, Sungha Park, ProfMD, Ching-Yu Cheng, ProfMD, Tien Yin Wong, ProfMD

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Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study by Tien-En Tan, FRCOphth, Ayesha Anees, MSc, Cheng Chen, MSc, Shaohua Li, PhD, Xinxing Xu, PhD, Zengxiang Li, PhD, Zhe Xiao, PhD, Yechao Yang, BSc, Xiaofeng Lei, MSc, Marcus Ang, FRCS (Ed), Audrey Chia, FRANZCO, Shu Yen Lee, FRCS (Ed), Edmund Yick Mun Wong, FRCS (Ed), Ian Yew San Yeo, ProfFRCS (Ed), Yee Ling Wong, PhD, Quan V Hoang, MD, Ya Xing Wang, MD, Mukharram M Bikbov, MD, Vinay Nangia, MD, Jost B Jonas, ProfMD, Yen-Po Chen, MD, Wei-Chi Wu, ProfMD, Kyoko Ohno-Matsui, ProfMD, Tyler Hyungtaek Rim, MD, Yih-Chung Tham, PhD, Rick Siow Mong Goh, PhD, Haotian Lin, ProfMD, Hanruo Liu, MD, Ningli Wang, ProfMD, Weihong Yu, ProfMD, Donald Tiang Hwee Tan, ProfFRCS (Ed), Leopold Schmetterer, ProfPhD, Ching-Yu Cheng, ProfMD, Youxin Chen, ProfMD, Chee Wai Wong, MBBS, Gemmy Chui Ming Cheung, ProfFRCOphth, Seang-Mei Saw, ProfPhD, Tien Yin Wong, ProfMD, Yong Liu, PhD, Daniel Shu Wei Ting, MD

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