Author

Shivam Arora

Memorial University of NewfoundlandORCID 0000-0003-2069-2924Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Alexander BihloiD· 1 shared Bang LiuiD· 1 shared Guy A. RutteriD· 1 shared Johanne TremblayiD· 1 shared Pavel HametiD· 1 shared Redha Attaoua· 1 shared Shiying Li· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Alexander BihloORCID

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1 paper

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintNov 18, 2024

Leveraging hierarchical structures for genetic block interaction studies using the hierarchical transformer

Shiying Li, Shivam Arora, Redha Attaoua…·Guy A. Rutter

The paper introduces a hierarchical transformer model to detect genetic block interactions, showing improved performance over traditional methods in simulation and UK Biobank data.

2 citations

humanGWAS summary statistics

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