Author

Elisabetta Pupillo

ORCID 0000-0003-4420-8076Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Research Focus:GWAS / association mapping· 1 Organism:human· 1 Research Focus:variant calling· 1 Approach:variational autoencoder· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

A. Singleton· 1 shared Adriano ChiòiD· 1 shared Ahmad Al KhleifatiD· 1 shared Albert Christian LudolphiD· 1 shared Albert Hofman DiD· 1 shared Alexander SchönhuthiD· 1 shared Alfredo IacoangeliiD· 1 shared Allan F. McRaeiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperGenomics

A. Singleton

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

GenomicsBioinformaticsPeer-reviewedMay 17, 2024

Computing Linkage Disequilibrium Aware Genome Embeddings using Autoencoders

Gizem Taş, Timo Westerdijk, Eric O. Postma…·Marleen Balvert

The paper introduces a method to compress genetic data using autoencoders that leverage linkage disequilibrium structure, achieving high reconstruction accuracy while reducing data size.

3 citations

humanwhole-genome sequencing

𝕏 PostBluesky