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Learning from Scarce Labels: Multi-View Echocardiography for Ejection Fraction Prediction

Gao, Zhiyuan et al.
arXiv (OAI Expanded) · Papers
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computer-vision-and-pattern-recognitionimage-and-video-processingmachine-learning
We present, to the best of our knowledge, the first publicly available resource for predicting left ventricular ejection fraction (EF) from parasternal long-axis (PLAX) echocardiography. Because no PLAX-EF datasets previously existed, our work focuses on an innovative data generation strategy to ove
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