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Transthoracic Speckle Tracking Echocardiography for the Quantitative Assessment of Left Ventricular Myocardial Deformation
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Deep Learning-Enabled Echocardiographic Assessment of Biventricular Ejection Fractions: The Dual-Task QUEST-EF Model

Ádám Szijártó1, Béla Merkely1, Attila Kovács1,2

  • 1Heart and Vascular Center, Semmelweis University, Budapest, Hungary.

European Heart Journal. Cardiovascular Imaging
|May 12, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
deep learningleft ventricular ejection fractionright ventricular ejection fractionthree-dimensional echocardiography

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Echocardiography plays a role in assessing cardiac health and detecting heart conditions, with various types providing critical insights for diagnosis and treatment.
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Cardiac imaging studies encompass a wide range of noninvasive and minimally invasive techniques designed to visualize the heart's structure and function in detail. One such technique is echocardiography, which uses high-frequency ultrasound waves to produce detailed images of the heart, known as echocardiograms.
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