Author

Gil Pasternak

University of California San Diego

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Research Focus:polygenic risk· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Adam KlieiD· 1 shared Brent Shane RoseiD· 1 shared Hannah K. CarteriD· 1 shared James V. TalwariD· 1 shared Meghana S. PagadalaiD· 1 shared Melissa GymrekiD· 1 shared Tyler M. SeibertiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 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 paperGenetic & Genomic Medicine

Adam KlieORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

VADEr: Vision Transformer-Inspired Framework for Polygenic Risk Reveals Underlying Genetic Heterogeneity in Prostate Cancer

James V. Talwar, Adam Klie, Meghana S. Pagadala, Gil Pasternak, Brent Shane Rose, Tyler M. Seibert, Melissa Gymrek, Hannah K. Carter

VADEr, a Vision Transformer-inspired framework, improves polygenic risk prediction for prostate cancer by capturing genetic interactions and revealing heterogeneity through DARTH scores.

medRxiv · May 16, 2025 · PreprintGenetic & Genomic Medicine