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Automated detection of severe aortic stenosis using single-view echocardiography: A self-supervised ensemble learning approach

medRxiv Preprint Accurate detection of severe aortic stenosis based on self-supervised and ensemble learning of single-view echocardiograms.

Self-Supervised Learning of Echocardiogram Videos Enables Data-Efficient Clinical Diagnosis

arXiv Preprint Self-supervised learning method for echocardiogram videos drives label-efficient fine-tuning on aortic stenosis classification. Presented at IMLH 2022, an ICML workshop.