Automated, Standardized, Quantitative Analysis of Cardiovascular Borders on Chest X-Rays Using Deep Learning
Deep learning-derived z-score analysis of CXR showed potential in classifying and stratifying the risk of cardiovascular abnormalities.
Authors
- Seong Ho Park (ORCID: https://orcid.org/0000-0002-1257-8315)
- Dong Hyun Yang (ORCID: https://orcid.org/0000-0001-5477-558X)
- Cherry Kim (ORCID: https://orcid.org/0000-0002-3361-5496)
- Gyu-Jun Jeong
- Young‐Hak Kim (ORCID: https://orcid.org/0000-0002-3610-486X)
- Eun Ju Chun (ORCID: https://orcid.org/0000-0002-1041-8035)
- June‐Goo Lee (ORCID: https://orcid.org/0000-0002-1380-6682)
- Iksung Cho (ORCID: https://orcid.org/0000-0001-5927-5410)
- Jong Eun Lee (ORCID: https://orcid.org/0000-0002-8754-6801)
- Duk‐Woo Park (ORCID: https://orcid.org/0000-0001-6643-0239)
- Marly van Assen (ORCID: https://orcid.org/0000-0003-4044-4426)
- Tae Joon Jun (ORCID: https://orcid.org/0000-0002-6808-5149)
- Min Soo Cho (ORCID: https://orcid.org/0000-0001-9867-4991)
- Hyun Jung Koo (ORCID: https://orcid.org/0000-0001-5640-3835)
- Joon‐Won Kang (ORCID: https://orcid.org/0000-0001-6478-0390)
- Joon Bum Kim (ORCID: https://orcid.org/0000-0001-5801-2395)
- Young Joo Suh (ORCID: https://orcid.org/0000-0002-2078-5832)
- Yura Ahn (ORCID: https://orcid.org/0000-0002-9188-1186)
- Carlo N. De Cecco (ORCID: https://orcid.org/0000-0002-2956-3101)
- Jung-Min Ahn (ORCID: https://orcid.org/0009-0009-8484-238X)
- Sang Min Lee (ORCID: https://orcid.org/0000-0002-8234-520X)
- Jung Bok Lee (ORCID: https://orcid.org/0000-0001-9227-2027)
- Hongmin Oh
- Joon Beom Seo
- Hee‐Jun Kang (ORCID: https://orcid.org/0000-0001-9121-5442)
- Sijoon Kim
Institutions
- Ulsan College (KR)
- Emory University (US)
- Yonsei University (KR)
- Korea University (KR)
- Severance Hospital (KR)
- Asan Medical Center (KR)
- Seoul National University Bundang Hospital (KR)
- Ansan University (KR)
- University of Ulsan (KR)
Publication Details
- Journal
- JACC Advances
- Published
- 2025-04-25
- DOI
- https://doi.org/10.1016/j.jacadv.2025.101687
- Citations
- 2
- Primary Topic
- Cardiac Imaging and Diagnostics
- Type
- article
- Field-Weighted Citation Impact
- 2.72