Author

Carlo Andrea Pivato

Humanitas UniversityORCID 0000-0001-5195-8815Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Alessia ViscontiiD· 1 shared Andrea Mario VerganiiD· 1 shared Arianna LandiniiD· 1 shared Craig A. GlastonburyiD· 1 shared Edoardo GiacopuzziiD· 1 shared Emanuel SodaiD· 1 shared Emanuele BianchiiD· 1 shared Emanuele Di AngelantonioiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Alessia ViscontiORCID

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1 paper

Recent·Most cited

Genetic & Genomic MedicineNature CommunicationsPeer-reviewedJun 29, 2026

Hundreds of cardiac MRI traits derived using 3D diffusion autoencoders share a common genetic architecture

Sara Ometto, Soumick Chatterjee, Andrea Mario Vergani…·Craig A. Glastonbury

This study uses 3D diffusion autoencoders to derive latent cardiac MRI phenotypes, finds they share a genetic basis with cardiometabolic traits, and shows predictive power for disease risk.

2 citations

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