CineMA, a multi-view masked autoencoder pre-trained on 74,916 UK Biobank cardiac MRI studies, outperforms CNNs on several downstream cine CMR tasks and shows sample efficiency and fairness.
& Schulz-Menger, J
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A versatile foundation model for cine cardiac magnetic resonance image analysis tasks
CineMA, a multi-view masked autoencoder pre-trained on 74,916 UK Biobank cardiac MRI studies, outperforms CNNs on several downstream cine CMR tasks and shows sample efficiency and fairness.