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Multi-view deep learning for echocardiogram interpretation

delete2026-03-17
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PRE
AI
M
Mostafa A. Al‐Alusi *
DOI:10.1038/s44161-026-00780-zdelete
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Abstract

Abstract

En 中文
Deep learning can identify cardiac abnormalities from echocardiogram videos, but previous work has predominantly used 2D video clips from a single cross-section of the heart. Research now shows that more complex approaches that integrate information from several echocardiographic views can improve deep learning prediction of cardiac abnormalities.
Keywords:
Cardiovascular biology
Translational research
Cardiovascular Biology

Journal

N
Nature Cardiovascular Research
IF:
10.8
Papers:
141
Citations:
0

Organization

M
massachusetts general hospital
Scholars:
3.6K
Papers: 1.7K
Citations: 0