Author

Federica Santonastaso

Human TechnopoleORCID 0000-0001-7105-7504Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Alessandro RaveaneiD· 1 shared Alessia ViscontiiD· 1 shared Andrea Mario VerganiiD· 1 shared Arianna LandiniiD· 1 shared Carlo Andrea PivatoiD· 1 shared Craig A. GlastonburyiD· 1 shared Edoardo GiacopuzziiD· 1 shared Emanuel SodaiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperGenomics

Alessandro RaveaneORCID

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2 papers

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

𝕏 PostBluesky

GenomicsbioRxivPreprintMay 6, 2024

Fast and reliable ancestral reconstruction on ancient genotype data with non-negative Least square and Principal Component Analysis

Luciana de Gennaro, Ludovica Molinaro, Alessandro Raveane…·Francesco Montinaro

ASAP uses PCA and NNLS to reliably estimate ancestry in admixed individuals, even with high missing data, and performs faster than existing tools.

1 citation

humanwhole-genome sequencing

𝕏 PostBluesky