Author

Rohrer Chiara

ETH ZurichORCID 0009-0001-6987-182XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 2 Research Focus:variant effect prediction· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:GWAS summary statistics· 1 Approach:variational autoencoder· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Justus F. GräfiD· 2 shared Simon RasmusseniD· 2 shared Arnor Ingi SigurdssoniD· 1 shared Henry Emanuel WebeliD· 1 shared Kirstine RavniD· 1 shared Marc Pielies AvelliiD· 1 shared Ricardo Hernández MedinaiD· 1 shared Torben F. HanseniD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

8 top collaborators · 20 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

2 shared papersBioinformatics

Justus F. GräfORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Unsupervised learning of multi-omics data enables disease risk prediction in the UK Biobank

Rohrer Chiara, Justus F. Gräf, Marc Pielies Avelli, Ricardo Hernández Medina, Henry Emanuel Webel, Kirstine Ravn, Simon Rasmussen

The paper applies a variational autoencoder to multi-omics data from the UK Biobank to assess disease risk prediction and the impact of preprocessing on model performance.

bioRxiv · Oct 2, 2025 · PreprintBioinformatics

EIRsurvival: Deep Learning-based time-to-event analysis on high-dimensional genotype and multi-omics data

Justus F. Gräf, Arnor Ingi Sigurdsson, Rohrer Chiara, Torben F. Hansen, Simon Rasmussen

EIRsurvival predicts time-to-diagnosis using genetic and multi-omics data from large cohorts, achieving C-indices between 0.55 and 0.96.

medRxiv · Mar 5, 2025 · PreprintGenetic & Genomic Medicine