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Peer-reviewedCC BY-NC-NDOphthalmology science

Opportunistic Cardiovascular Risk Assessment in the Eye Clinic: Validation of a Retinal Deep Learning–Based 10-Year Atherosclerotic Cardiovascular Disease Estimator

  • Simon Nusinovici1
  • Heesuk Kim2
  • Jaewon Seo3
  • Tyler Hyungtaek Rim1
  • Qingyu Chen4
  • Zhiyong Lu4
  • Chan Joo Lee5
  • Yih-Chung Tham1
  • Dongjin Nam3
  • Sahil Thakur1
  • Qingsheng Peng1
  • Marco Yu1
8 more authors
  • Geunyoung Lee3
  • Sungha Park5
  • Sung Soo Kim6
  • Tien Yin Wong1
  • Wathudurage De Silva7
  • Tiarnan D.L. Keenan7
  • Ching-Yu Cheng1
  • Emily Y. Chew7
7 affiliations
  1. 1Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
  2. 2Institute of Vision Research, Department of Ophthalmology, Yonsei University College of Medicine, Seoul, Republic of Korea
  3. 3Medi-Whale Inc., Seoul, South Korea
  4. 4National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland
  5. 5Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea
  6. 6Division of Retina, Severance Eye Hospital, Yonsei University College of Medicine, Seoul, South Korea
  7. 7Division of Epidemiology and Clinical Applications, National Eye Institute, National Institutes of Health, Bethesda, Maryland
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Cite

BibTeXRIS
BibTeX
@article{nusinovici2026opportunistic,
  title = {{Opportunistic Cardiovascular Risk Assessment in the Eye Clinic: Validation of a Retinal Deep Learning–Based 10-Year Atherosclerotic Cardiovascular Disease Estimator}},
  author = {Simon Nusinovici and Heesuk Kim and Jaewon Seo and Tyler Hyungtaek Rim and Qingyu Chen and Zhiyong Lu and Chan Joo Lee and Yih-Chung Tham and Dongjin Nam and Sahil Thakur and Qingsheng Peng and Marco Yu and Geunyoung Lee and Sungha Park and Sung Soo Kim and Tien Yin Wong and Wathudurage De Silva and Tiarnan D.L. Keenan and Ching-Yu Cheng and Emily Y. Chew},
  journal = {Ophthalmology science},
  year = {2026},
  month = aug,
  url = {https://europepmc.org/article/PMC/PMC13654030},
  note = {CC BY-NC-ND},
}
RIS
TY  - JOUR
TI  - Opportunistic Cardiovascular Risk Assessment in the Eye Clinic: Validation of a Retinal Deep Learning–Based 10-Year Atherosclerotic Cardiovascular Disease Estimator
AU  - Simon Nusinovici
AU  - Heesuk Kim
AU  - Jaewon Seo
AU  - Tyler Hyungtaek Rim
AU  - Qingyu Chen
AU  - Zhiyong Lu
AU  - Chan Joo Lee
AU  - Yih-Chung Tham
AU  - Dongjin Nam
AU  - Sahil Thakur
AU  - Qingsheng Peng
AU  - Marco Yu
AU  - Geunyoung Lee
AU  - Sungha Park
AU  - Sung Soo Kim
AU  - Tien Yin Wong
AU  - Wathudurage De Silva
AU  - Tiarnan D.L. Keenan
AU  - Ching-Yu Cheng
AU  - Emily Y. Chew
PY  - 2026
DA  - 2026/08/26
JO  - Ophthalmology science
UR  - https://europepmc.org/article/PMC/PMC13654030
SN  - 2666-9145
ER  -