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Meeting Abstract (10)
Journal Articles (3)

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Investigative Ophthalmology & Visual Science (12)
Translational Vision Science & Technology (1)

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ARVO Annual Meeting Abstract (10)
Special Issue (2)
Clinical and Epidemiologic Research (1)

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Eye Anatomy and Disorders (3)
Lens (2)
Surgery (2)
Clinical and Epidemiologic Research (1)
Cornea (1)
Low Vision (1)
Retina (1)
Translational Research (1)

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age-related macular degeneration (1)
cataract surgery (1)
cohort studies (1)
datasets (1)
hemodialysis (1)
kidney failure, chronic (1)
korea (1)
machine learning (1)
national health and nutrition examination survey (1)
osteoporosis (1)

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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

Retinal Imaging and Deep Learning in Predicting All-Cause Mortality among Patients with Cardiovascular Disease: A UK Biobank Study with a Gender Perspective

Yong Yu Tan; Tyler Hyungtaek RIM; Hyun Goo Kang; Chan Joo Lee; Geunyoung Lee; Marco Yu; Yih-Chung Tham; Ching-Yu Cheng; Sungha Park

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1588.

ARVO Annual Meeting Abstract June 2024

A novel retinal-derived deep learning marker enhances morbidity and mortality prediction

Ching-Yu Cheng; Tyler Hyungtaek RIM; Hengtong Li; Marco Yu; Cheer Quek Ten; Geunyoung Lee; Qingsheng Peng; Can Can Xue; Zhuoting Zhu; Charumathi Sabanayagam; Tien Y Wong; Yih Chung Tham; Simon Nusinovici

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1506.

ARVO Annual Meeting Abstract June 2022

Retinal photograph-based deep learning predicts biological age, and stratifies morbidity and mortality risk

Ching-Yu Cheng; Simon Nusinovici; Marco Yu; Geunyoung Lee; Yih Chung Tham; Ning Cheung; Zhi Da Soh; Sahil Thakur; Joo Lee Chan; Charumathi Sabanayagam; Byoung Kwon Lee; Sungha Park; Sung Soo Kim; Hyeon Chang Kim; Tien Yin Wong; Tyler Hyungtaek Rim

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2097 – F0086.

ARVO Annual Meeting Abstract June 2020

'All-in-One' Screening for Pathology-Related Visual Impairment using Artificial Intelligence-Integrated Retinal Imaging.

Yih Chung Tham; Ayesha Anees; Yong Liu; Gabriel Tjio; Tyler Hyungtaek Rim; Simon Nusinovici; Daniel SW Ting; Charumathi Sabanayagam; Paul Mitchell; Jost Jonas; Tien Yin Wong; Ching-Yu Cheng

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):5151.

ARVO Annual Meeting Abstract June 2020

Deep learning system differentiates ethnicities from fundus photographs of a multi-ethnic Asian population.

Henrik Hee Seung Yang; Tyler Hyungtaek Rim; Yih Chung Tham; Tae Keun Yoo; Geunyoung Lee; Youngnam Kim; Tien Yin Wong; Ching-Yu Cheng

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):5248.

Special Issue February 2020

Explainable Machine Learning Approach as a Tool to Understand Factors Used to Select the Refractive Surgery Technique on the Expert Level

PDF

Tae Keun Yoo; Ik Hee Ryu; Hannuy Choi; Jin Kuk Kim; In Sik Lee; Jung Sub Kim; Geunyoung Lee; Tyler Hyungtaek Rim
TAGS: machine learning, surgical ocular refractive procedure, surgical procedures, operative, datasets, training
Trans. Vis. Sci. Tech.. 2020; 9(2):8. https://doi.org/10.1167/tvst.9.2.8

Includes: Supplemental Content

ARVO Annual Meeting Abstract July 2019

Association of medications and neovascular age-related macular degeneration: National Sample Cohort 2010-2015

Jiyong Kwak; Tyler Hyungtaek Rim; Tae Keun Yoo; Sung Eun Kim; Dong Wook Kim; Sung Soo Kim

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):59.

Special Issue August 2018

Association Between Osteoporosis and Age-Related Macular Degeneration: The Korea National Health and Nutrition Examination Survey

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Tae Keun Yoo; Soo Han Kim; Jiyong Kwak; Hong Kyu Kim; Tyler Hyungtaek Rim
TAGS: age-related macular degeneration, national health and nutrition examination survey, osteoporosis, korea
Invest. Ophthalmol. Vis. Sci.. 2018; 59(4):AMD132-AMD142. https://doi.org/10.1167/iovs.18-24059

Includes: Supplemental Content

ARVO Annual Meeting Abstract July 2018

Deep Learning Is Effective for Classifying Non-referable versus Referable Eye Condition using Fundus Photographs

Jin Hyung Kim; Tyler Hyungtaek Rim; Seong Jung Kim; Hong Kyu Kim; Jiwon Kim; Tae Geun Choi; Sung Soo Kim

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):1722.

ARVO Annual Meeting Abstract September 2016

Intravitreal Ranibizumab Therapy for Neovascular Age-Related Macular Degeneration and the Risk of Stroke: A 5-Year Follow-up Cohort Study

Sung Soo Kim; Tyler Hyungtaek Rim; Christopher Seungkyu Lee; SungChul Lee; Do Wook Kim; Hyun Ju Park

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12):547.

ARVO Annual Meeting Abstract September 2016

Increased Stroke Risk among Patients with Open-Angle Glaucoma: A 10-Year Follow-up Cohort Study

Sang Yeop Lee; Tyler Hyungtaek Rim; Hee Jung Kwon; Hyoung Won Bae; Chan Yun Kim

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12):2615.

Clinical and Epidemiologic Research March 2016

Association Between Starting Hemodialysis for End-Stage Renal Disease and Incident Cataract Surgery: A 12-Year Nationwide Cohort Study

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Tyler Hyungtaek Rim; Chang-Yun Yoon; Hye Won Park; Eun Jee Chung
TAGS: cataract surgery, cohort studies, hemodialysis, kidney failure, chronic
Invest. Ophthalmol. Vis. Sci.. 2016; 57(3):1112-1119. https://doi.org/10.1167/iovs.15-18276

Includes: Supplemental Content

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Online ISSN: 2164-2591

Investigative Ophthalmology & Visual Science
Journal of Vision
Translational Vision Science & Technology

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