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Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning.

Gregory HolsteEvangelos K OikonomouBobak J MortazaviZhangyang WangRohan Khera
Published in: Communications medicine (2024)
EchoCLR is unique in its ability to learn representations of echocardiogram videos and demonstrates that SSL can enable label-efficient disease classification from small amounts of labeled data.
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