Author

Nicholas T. Hutchins

Whitehead Institute for Biomedical ResearchORCID 0000-0003-1599-002XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Developmental Biology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Organism:mouse· 1 Assay:perturbation screen· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Claire Lu· 1 shared David S. FischeriD· 1 shared Maisam M. Mitalipova· 1 shared Miram Meziane· 1 shared Pulin LiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperDevelopmental Biology

Claire Lu

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1 paper

Recent·Most cited

Developmental BiologyNature MethodsPeer-reviewedSep 8, 2026

Reconstructing signaling histories of single cells via perturbation screens and transfer learning

Nicholas T. Hutchins, Miram Meziane, Claire Lu…·Pulin Li

The paper develops a framework combining perturbation screens and transfer learning to reconstruct signaling histories in cells and optimize differentiation protocols.

DOI 10.1038/s41592-026-03213-8

humanmouse

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