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Meeting Abstract (4)
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Investigative Ophthalmology & Visual Science (4)
Translational Vision Science & Technology (2)

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ARVO Annual Meeting Abstract (4)
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Eye Anatomy and Disorders (2)
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machine learning (2)
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intraocular lens implant device (1)
lens (device) (1)
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surgical ocular refractive procedure (1)
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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.

Articles May 2021

Development of a Web-Based Ensemble Machine Learning Application to Select the Optimal Size of Posterior Chamber Phakic Intraocular Lens

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Eun Min Kang; Ik Hee Ryu; Geunyoung Lee; Jin Kuk Kim; In Sik Lee; Ga Hee Jeon; Hojin Song; Kazutaka Kamiya; Tae Keun Yoo
TAGS: datasets, internet, intraocular lens implant device, machine learning, postoperative care, lens (device)
Trans. Vis. Sci. Tech.. 2021; 10(6):5. https://doi.org/10.1167/tvst.10.6.5

Includes: Supplemental Content

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

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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

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Online ISSN: 2164-2591

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

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