Author

Caitlin R. Proctor

Purdue University West LafayetteORCID 0000-0002-7868-4057Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

James A. CasalettoiD· 1 shared Lauren SandersiD· 1 shared Liam JohnsoniD· 1 shared Sylvain V. CostesiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

James A. CasalettoORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 28, 2024

A Machine Learning Model of Perturb-Seq Data for Use in Space Flight Gene Expression Profile Analysis

Liam Johnson, James A. Casaletto, Sylvain V. Costes…·Lauren Sanders

This paper pre-trains a machine learning model on Perturb-Seq data to predict perturbation effects in new datasets, including spaceflight gene expression profiles.

1 citation

humanmouse

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