Author

Benjamin D. Shapiro

Johns Hopkins UniversityORCID 0000-0003-0634-2178Unclaimed ORCID profile · follow to get notified of new preprints

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Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

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Alexis J. BattleiD· 1 shared Boris M. BrenermaniD· 1 shared Michael C. SchatziD· 1 shared

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2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Alexis J. BattleORCID

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1 paper

Recent·Most cited

Random Forest Factorization Reveals Latent Structure in Single Cell RNA Sequencing Data

Boris M. Brenerman, Benjamin D. Shapiro, Michael C. Schatz, Alexis J. Battle

This study uses random forest regression to uncover latent gene regulatory structures in mouse brain scRNA-seq data, revealing age-related cellular phenotypes not detected by other methods.

bioRxiv · Sep 13, 2021 · PreprintBioinformatics