Geunyoung Lee

Seoul, Republic of Korea

Last Updated: 09/26/2026

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Found 18 publications

Deep learning model for intravascular ultrasound image segmentation with temporal consistency.

Deep learning model for intravascular ultrasound image segmentation with temporal consistency.

Journal: The international journal of cardiovascular imaging

Published: June 25, 2024

Application of a deep-learning marker for morbidity and mortality prediction derived from retinal photographs: a cohort development and validation study.

Application of a deep-learning marker for morbidity and mortality prediction derived from retinal photographs: a cohort development and validation study.

Journal: The lancet. Healthy longevity

Published: November 29, 2023

Efficacy of deep learning-based artificial intelligence models in screening and referring patients with diabetic retinopathy and glaucoma.

Efficacy of deep learning-based artificial intelligence models in screening and referring patients with diabetic retinopathy and glaucoma.

Journal: Indian journal of ophthalmology

Published: August 02, 2023

Pivotal trial of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from CMERC-HI.

Pivotal trial of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from CMERC-HI.

Journal: Journal of the American Medical Informatics Association : JAMIA

Published: July 11, 2023

Non-invasive chronic kidney disease risk stratification tool derived from retina-based deep learning and clinical factors.

Non-invasive chronic kidney disease risk stratification tool derived from retina-based deep learning and clinical factors.

Journal: NPJ digital medicine

Published: December 24, 2022

Cardiovascular disease risk assessment using a deep-learning-based retinal biomarker: a comparison with existing risk scores.

Cardiovascular disease risk assessment using a deep-learning-based retinal biomarker: a comparison with existing risk scores.

Journal: European heart journal. Digital health

Published: September 22, 2022

Validation of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from UK Biobank.

Validation of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from UK Biobank.

Journal: BMC medicine

Published: July 12, 2022

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

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

Journal: Age and ageing

Published: August 02, 2021

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

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

Journal: Translational vision science & technology

Published: June 10, 2021

Automatic segmentation of corneal deposits from corneal stromal dystrophy images via deep learning.

Automatic segmentation of corneal deposits from corneal stromal dystrophy images via deep learning.

Journal: Computers in biology and medicine

Published: February 02, 2021

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

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

Journal: The Lancet. Digital health

Published: October 28, 2020

Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study.

Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study.

Journal: JMIR medical informatics

Published: October 21, 2020

Showing 1-12 of 18

Last Updated: 09/26/2026