Deep learning for echocardiographic assessment and risk stratification of aortic, mitral, and tricuspid regurgitation: the DELINEATE-regurgitation study
An AI system can accurately classify AR, MR, and TR and predict MR progression beyond currently known risk factors.
Authors
- Joshua Finer
- Ashley Beecy (ORCID: https://orcid.org/0000-0002-1504-1169)
- Chris R. Kelsey (ORCID: https://orcid.org/0000-0002-4961-8982)
- Thomas Mawson
- Christopher M. Haggerty (ORCID: https://orcid.org/0000-0002-3227-4490)
- Youssef Elnabawi (ORCID: https://orcid.org/0000-0002-8382-3138)
- Dustin N. Hartzel (ORCID: https://orcid.org/0000-0002-9057-2832)
- Daniel Rocha (ORCID: https://orcid.org/0000-0001-7778-0912)
- Aaron S. Long (ORCID: https://orcid.org/0000-0001-8777-6212)
- Eamon Duffy (ORCID: https://orcid.org/0000-0002-2354-6394)
- Deepa Kumaraiah
- Andrew Jeffrey Einstein (ORCID: https://orcid.org/0000-0003-2583-9278)
- Pierre Elias (ORCID: https://orcid.org/0000-0002-9643-3024)
- David P. vanMaanen
- Matthew J. Maurer (ORCID: https://orcid.org/0000-0002-1867-0526)
- Timothy J. Poterucha (ORCID: https://orcid.org/0000-0001-7284-3937)
- Jeffrey Ruhl (ORCID: https://orcid.org/0000-0002-8741-979X)
- Gil Metser (ORCID: https://orcid.org/0000-0001-7816-7722)
- Rebecca T Hahn (ORCID: https://orcid.org/0000-0003-1342-9191)
- Emily Tat (ORCID: https://orcid.org/0000-0002-2325-5562)
- Richard B. Devereux
- Martin B. Leon (ORCID: https://orcid.org/0000-0002-2002-7492)
- Linyuan Jing
- Heidi Hartman (ORCID: https://orcid.org/0000-0002-5154-0221)
- Shunichi Homma
Institutions
- Mayo Clinic (US)
- NewYork–Presbyterian Hospital (US)
- Cornell University (US)
- Columbia University Irving Medical Center (US)
- New York Hospital Queens (US)
- Presbyterian Hospital (US)
- Mayo Clinic in Arizona (US)
- Cardiovascular Research Foundation (US)
- Mayo Clinic in Florida (US)
- Weill Cornell Medicine (US)
- Columbia University (US)
Publication Details
- Journal
- European Heart Journal
- Published
- 2025-03-29
- DOI
- https://doi.org/10.1093/eurheartj/ehaf248
- Citations
- 15
- Primary Topic
- Cardiac Valve Diseases and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 20.82
Funders
- American Heart Association
- Weill Cornell Medical College
- Irving Medical Center, Columbia University