Learning from VAE Errors to support ECG-based Differential Diagnosis of Myocardial Scar
Late Gadolinium Enhancement (LGE) on cardiac magnetic resonance is a key marker of myocardial scar, but its limited accessibility motivates routine ECG-based screening. We evaluated whether $\beta$-variational autoencoder (VAE)-derived ECG representations can discriminate LGE+ from LGE- cardiomyopathic patients in a lo...
Shayan Sharifi, R. Treu, I. Gandin et al.
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