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Author Details

Tyler Hyungtaek Rim
Singapore Eye Research Institute
2009
130
29
PMIDPaper TitleJournal TitlePublished Year
38000699International incidence and temporal trends for rhegmatogenous retinal detachment: A systematic review and meta-analysis.Surv Ophthalmol2024
34607789Six-year incidence of age-related macular degeneration and correlation to OCT-derived drusen volume measurements in a Chinese population.Br J Ophthalmol2023
37847669Pivotal trial of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from CMERC-HI.J Am Med Inform Assoc2023
37928469Cardiovascular disease and thinning of retinal nerve fiber layer in a multi-ethnic Asian population: the Singapore epidemiology of eye diseases study.Front Med (Lausanne)2023
37676861Correction: From 2 dimensions to 3rd dimension: Quantitative prediction of anterior chamber depth from anterior segment photographs via deep-learning.PLOS Digit Health2023
37869020Associations between Chronic Kidney Disease and Thinning of Neuroretinal Layers in Multiethnic Asian and White Populations.Ophthalmol Sci2023
37330576Non-invasive chronic kidney disease risk stratification tool derived from retina-based deep learning and clinical factors.NPJ Digit Med2023
37265875Cardiovascular disease risk assessment using a deep-learning-based retinal biomarker: a comparison with existing risk scores.Eur Heart J Digit Health2023
36812642From 2 dimensions to 3rd dimension: Quantitative prediction of anterior chamber depth from anterior segment photographs via deep-learning.PLOS Digit Health2023
36691041Validation of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from UK Biobank.BMC Med2023
36897587Incidence of Retinal Artery Occlusion and Related Mortality in Korea, 2005 to 2018.JAMA Netw Open2023
36865059Editorial: Big data and artificial intelligence in ophthalmology.Front Med (Lausanne)2023
33257306Normative profiles of neuroretinal rim area in a multiethnic Asian population: the Singapore Epidemiology of Eye Diseases study.Br J Ophthalmol2022
35706971Artificial Intelligence in Predicting Systemic Parameters and Diseases From Ophthalmic Imaging.Front Digit Health2022
35580772Normative Data and Associations of OCT Angiography Measurements of the Macula: The Singapore Malay Eye Study.Ophthalmol Retina2022
35533332Detection of Systemic Diseases From Ocular Images Using Artificial Intelligence: A Systematic Review.Asia Pac J Ophthalmol (Phila)2022
35363255Retinal photograph-based deep learning predicts biological age, and stratifies morbidity and mortality risk.Age Ageing2022
37118457Author Correction: Detecting visually significant cataract using retinal photograph-based deep learning.Nat Aging2022
37118370Detecting visually significant cataract using retinal photograph-based deep learning.Nat Aging2022
36505893Predictive, preventive, and personalized management of retinal fluid via computer-aided detection app for optical coherence tomography scans.EPMA J2022
35911392Impact of Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) GFR Estimating Equations on CKD Prevalence and Classification Among Asians.Front Med (Lausanne)2022
33622697Association between body mass index and diabetic retinopathy in Asians: the Asian Eye Epidemiology Consortium (AEEC) study.Br J Ophthalmol2022
33875452Computer-aided detection and abnormality score for the outer retinal layer in optical coherence tomography.Br J Ophthalmol2022
34569526Global Incidence, Progression, and Risk Factors of Age-Related Macular Degeneration and Projection of Disease Statistics in 30 Years: A Modeling Study.Gerontology2022
34244208Deep learning algorithms for automatic detection of pterygium using anterior segment photographs from slit-lamp and hand-held cameras.Br J Ophthalmol2022
32453498Prevalence of retinitis pigmentosa in Singapore: the Singapore Epidemiology of Eye Diseases Study.Acta Ophthalmol2021
33735066Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study.Lancet Digit Health2021
33890579Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study.Lancet Digit Health2021
33890578Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs.Lancet Digit Health2021
34383721Considerations for Artificial Intelligence Real-World Implementation in Ophthalmology: Providers' and Patients' Perspectives.Asia Pac J Ophthalmol (Phila)2021
34383725Response to: Revisiting the Problem of Optic Nerve Detection in a Retinal Image Using Automated Machine Learning.Asia Pac J Ophthalmol (Phila)2021
34736579Association between Body Mass Index and Chronic Kidney Disease in Asian Populations: A Participant-level Meta-Analysis.Maturitas2021
34402800Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study.JMIR Med Inform2021
34425417Automatic segmentation of corneal deposits from corneal stromal dystrophy images via deep learning.Comput Biol Med2021
34661658Updates in deep learning research in ophthalmology.Clin Sci (Lond)2021
33940045Global Prevalence of Diabetic Retinopathy and Projection of Burden through 2045: Systematic Review and Meta-analysis.Ophthalmology2021
34235833Emergence of non-artificial intelligence digital health innovations in ophthalmology: A systematic review.Clin Exp Ophthalmol2021
31968350Relationship between Coronary Artery Calcification and Central Chorioretinal Thickness in Patients with Subclinical Atherosclerosis.Ophthalmologica2021
33028972Deep learning in glaucoma with optical coherence tomography: a review.Eye (Lond)2021
33046867A deep-learning system for the assessment of cardiovascular disease risk via the measurement of retinal-vessel calibre.Nat Biomed Eng2021
33097920Correction: Deep learning in glaucoma with optical coherence tomography: a review.Eye (Lond)2021
33436813Ethnic differences in the incidence of pterygium in a multi-ethnic Asian population: the Singapore Epidemiology of Eye Diseases Study.Sci Rep2021
32907811Detection of features associated with neovascular age-related macular degeneration in ethnically distinct data sets by an optical coherence tomography: trained deep learning algorithm.Br J Ophthalmol2021
32706862Fully automated hybrid approach to predict the IDH mutation status of gliomas via deep learning and radiomics.Neuro Oncol2021
32197910Profiles of Ganglion Cell-Inner Plexiform Layer Thickness in a Multi-Ethnic Asian Population: The Singapore Epidemiology of Eye Diseases Study.Ophthalmology2020
32026733Prevalence of and factors related with abnormal fundoscopic findings among the elderly population in a rural community in South Korea.Semin Ophthalmol2020
31959588Is kidney function associated with primary open-angle glaucoma? Findings from the Asian Eye Epidemiology Consortium.Br J Ophthalmol2020
31977663Retinal Vascular Signs and Cerebrovascular Diseases.J Neuroophthalmol2020
33328047Prediction of systemic biomarkers from retinal photographs: development and validation of deep-learning algorithms.Lancet Digit Health2020
32739936Big Data in Ophthalmology.Asia Pac J Ophthalmol (Phila)2020
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Collaborators

Ching-Yu Cheng
Singapore Eye Research Institute, Singapore Duke-NUS Medical School
Co-authored papers 47
Yih-Chung Tham
Singapore Eye Research Institute, Singapore Duke-NUS Medical School
Co-authored papers 43
Sung Soo Kim
Institute of Vision Research, Yonsei University College of Medicine
Co-authored papers 38
Tien Yin Wong
Tsinghua University
Co-authored papers 31
Dong Wook Kim
Yonsei University College of Medicine, Republic of Korea S. Biomedics Co.
Co-authored papers 14
Daniel S W Ting
Singapore Eye Research Institute
Co-authored papers 13
Jin Sook Yoon
Institute of Vision Research, Yonsei University College of Medicine
Co-authored papers 8
Hyeon Chang Kim
Yonsei University College of Medicine
Co-authored papers 8
Chui Ming Gemmy Cheung
Singapore Eye Research Institute
Co-authored papers 8
Gavin S W Tan
Singapore Eye Research Institute
Co-authored papers 8
Tin Aung
Co-authored papers 4
E-Shyong Tai
Co-authored papers 3
Kengo Takahashi
Singapore Eye Research Institute
Co-authored papers 3
Leopold Schmetterer
Singapore Eye Research Institute
Co-authored papers 3
Kelvin Yi Chong Teo
Singapore Eye Research Institute
Co-authored papers 3
Tiarnan D L Keenan
National Eye Institute, National Institutes of Health
Co-authored papers 2
Emily Y Chew
National Eye Institute, National Institutes of Health
Co-authored papers 2
Dinesh Visva Gunasekeran
National University of Singapore
Co-authored papers 2
Jodhbir S Mehta
Singapore Eye Research Institute
Co-authored papers 2
Aaron Lee
Harvard University, Moorfields Eye Hospital NHS Foundation Trust, St. John's Mercy Hospital, University of British Columbia, University of Washington, Washington University in Saint Louis
Co-authored papers 2
Ningli Wang
Beijing Tongren Hospital, Capital Medical University
Co-authored papers 2
Yasuo Yanagi
Yokohama City University Medical Center
Co-authored papers 2
Sung Eun Kim
Haeundae Paik Hospital, Inje University College of Medicine
Co-authored papers 2
Han-Suk Kim
Seoul National University College of Medicine
Co-authored papers 1
Rajiv Raman
Medical Research Foundation
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Zhen Ling Teo
Singapore Eye Research Institute
Co-authored papers 1
Geunyoung Lee
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Tea Keun Yoo
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Release 1.2