Gadolinium-free cardiomyopathy screening with LGE-guided contrastive learning achieves 94.3% accuracy in a private 231-subject cohort, with a modest and not statistically verified edge over a cine-only baseline.
In: Proceedings of the IEEE International Confere nce on Computer Vision
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LGE-Guided Cross-Modality Contrastive Learning for Gadolinium-Free Cardiomyopathy Screening in Cine CMR
Gadolinium-free cardiomyopathy screening with LGE-guided contrastive learning achieves 94.3% accuracy in a private 231-subject cohort, with a modest and not statistically verified edge over a cine-only baseline.