Concepedia

Geunyoung Lee

GL

15

Publications

911

Citations

14

H-Index

2019

Active since

Affiliations

Singapore Eye Research Institute(Current)

Duke-NUS Medical School

Singapore National Eye Center

Yonsei University

National University of Singapore

Geunyoung Lee is an author at Singapore Eye Research Institute specializing in deep learning, ophthalmology, and computer vision.

Top concepts

Publications per year

2019–2024

15

Publications

15

Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs

Tyler Hyungtaek Rim, Chan Joo Lee, Yih Chung Tham et al. · The Lancet Digital Health · 2021 · 190 citations · Full text

Prediction of systemic biomarkers from retinal photographs: development and validation of deep-learning algorithms

Tyler Hyungtaek Rim, Geunyoung Lee, Youngnam Kim et al. · The Lancet Digital Health · 2020 · 161 citations · Full text

Adopting machine learning to automatically identify candidate patients for corneal refractive surgery

Tae Keun Yoo, Ik Hee Ryu, Geunyoung Lee et al. · npj Digital Medicine · 2019 · 85 citations · Full text

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

Simon Nusinovici, Tyler Hyungtaek Rim, Marco Yu et al. · Age and Ageing · 2022 · 81 citations · Full text

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

Tae Keun Yoo, Ik Hee Ryu, Hannuy Choi et al. · Translational Vision Science & Technology · 2020 · 76 citations · Full text

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