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.

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Institutions

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

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article

Deep learning for echocardiographic assessment and risk stratification of aortic, mitral, and tricuspid regurgitation: the DELINEATE-regurgitation study

Joshua Finer, Ashley Beecy, Chris R. Kelsey, Thomas Mawson et al.
15 citations
European Heart Journal
Cardiac Valve Diseases and Treatments
20.82
article

Deep learning for echocardiographic assessment and risk stratification of aortic, mitral, and tricuspid regurgitation: the DELINEATE-regurgitation study

Joshua Finer, Ashley Beecy, Chris R. Kelsey, Thomas Mawson, Christopher M. Haggerty, Youssef Elnabawi, Dustin N. Hartzel, Daniel Rocha, Aaron S. Long, Eamon Duffy, Deepa Kumaraiah, Andrew Jeffrey Einstein, Pierre Elias, David P. vanMaanen, Matthew J. Maurer, Timothy J. Poterucha, Jeffrey Ruhl, Gil Metser, Rebecca T Hahn, Emily Tat, Richard B. Devereux, Martin B. Leon, Linyuan Jing, Heidi Hartman, Shunichi Homma
article en
15 citations

Abstract

An AI system can accurately classify AR, MR, and TR and predict MR progression beyond currently known risk factors.

European Heart JournalVol. 46(28)
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)
American Heart Association, Weill Cornell Medical College, Irving Medical Center, Columbia University
Good health and well-being
Openalex Percentile: Top 0%
Cardiac Valve Diseases and Treatments
20.82
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