Author

F. Garoia

2 papers indexed here

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Open access Oct 2026

Family Screening and Disease Predictors in Gene-Elusive Dilated Cardiomyopathy.

BACKGROUND Family screening is recommended in dilated cardiomyopathy (DCM), but risk stratification of relatives of probands without pathogenic or likely pathogenic variants (gene-elusive) remains uncertain. OBJECTIVES This study sought to define the incidence, prognosis, and predictors of disease development in firs...

A. Paldino, E. Del Mestre, I. Gandin et al. · JACC. Heart failure · 0 citations

#machine learning Preprint Sep 2026

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. · 0 citations