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Open Access
Peer-reviewed
Research Article
Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation
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Hyeonyong Hae ,
Contributed equally to this work with: Hyeonyong Hae, Soo-Jin Kang
Roles Formal analysis, Investigation, Methodology, Software, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Soo-Jin Kang ,
Contributed equally to this work with: Hyeonyong Hae, Soo-Jin Kang
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft
* E-mail: sjkang@amc.seoul.kr
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Won-Jang Kim,
Roles Data curation, Validation, Writing – review & editing
Affiliation Department of Cardiology, CHA Bundang Medical Center, CHA University, Seongnam, Korea
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So-Yeon Choi,
Roles Data curation, Validation, Writing – review & editing
Affiliation Department of Cardiology, Ajou University, Suwon, Korea
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June-Goo Lee,
Roles Methodology, Writing – review & editing
Affiliation Biomedical Engineering Research Center, Asan Institute for Life Sciences, Seoul, Korea
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Youngoh Bae,
Roles Validation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Hyungjoo Cho,
Roles Validation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Dong Hyun Yang,
Roles Data curation, Methodology, Writing – review & editing
Affiliation Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Joon-Won Kang,
Roles Data curation, Writing – review & editing
Affiliation Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Tae-Hwan Lim,
Roles Data curation, Writing – review & editing
Affiliation Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Cheol Hyun Lee,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Do-Yoon Kang,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Pil Hyung Lee,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Jung-Min Ahn,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Duk-Woo Park,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Seung-Whan Lee,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Young-Hak Kim,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Cheol Whan Lee,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Seong-Wook Park,
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
⨯ - [ ... ],
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Seung-Jung Park
Roles Data curation, Writing – review & editing
Affiliation Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation
- Hyeonyong Hae,
- Soo-Jin Kang,
- Won-Jang Kim,
- So-Yeon Choi,
- June-Goo Lee,
- Youngoh Bae,
- Hyungjoo Cho,
- Dong Hyun Yang,
- Joon-Won Kang,
- Tae-Hwan Lim
- Published: November 13, 2018
- https://doi.org/10.1371/journal.pmed.1002693