Author

Alice M. Walsh

Bristol-Myers Squibb (United States)ORCID 0000-0001-5905-5768Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genomics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:scRNA-seq· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Approach:deep learning· 1

Frequent Co-Authors

Alex David· 1 shared Alexander R. AbbasiD· 1 shared Andrew Stirn· 1 shared Ariel R. Brumbaugh· 1 shared Candace SavoneniD· 1 shared Darren Hui· 1 shared Gregory Koytiger· 1 shared Isaac Neuhaus· 1 shared

Activity by Year

2021-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperGenomics

Alex David

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2 papers

Recent·Most cited

GenomicsbioRxivPreprintSep 8, 2025

Generative genomics accurately predicts future experimental results

Gregory Koytiger, Alice M. Walsh, Vaishali Marar…·Robert K. Bradley

This paper introduces GEM-1, a generative model that accurately predicts future gene expression experiments, achieving performance comparable to real lab experiments.

DOI 10.1101/2025.09.08.674753

humanmouse

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Molecular BiologyBMC GenomicsPeer-reviewedJan 6, 2021

Rapid Single Cell Evaluation of Human Disease and Disorder Targets Using REVEAL: SingleCell™

Namit Kumar, Ryan Golhar, Kriti Sen Sharma…·Zachary W. Pitluk

The paper introduces REVEAL: SingleCell, a database platform for querying large single-cell datasets to evaluate gene expression in diseases like COVID-19, showing it can rapidly analyze 2.2 million cells across 32 projects.

2 citations

humanscRNA-seq

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