Author

Zachary S. Wallace

University of California San DiegoORCID 0000-0003-0237-501XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Amit R. MajithiaiD· 1 shared Hojung NamiD· 1 shared Ingoo LeeiD· 1 shared Sungjoon ParkiD· 1 shared Trey E. IdekeriD· 1 shared Yuqi WangiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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 paperBioinformatics

Amit R. MajithiaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 23, 2024

A genotype-phenotype transformer to assess and explain polygenic risk

Ingoo Lee, Zachary S. Wallace, Yuqi Wang…·Trey E. Ideker

This paper introduces a Transformer model called G2PT to predict metabolic traits from genetic variants and shows it outperforms existing methods across populations.

6 citations

humanGWAS summary statistics

𝕏 PostBluesky