Author

D. Hutson

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cell Biology· 1 Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:genetic perturbation / CRISPR· 1 Assay:imaging· 1 Assay:metabolomics· 1

Frequent Co-Authors

A. F. Cowman· 1 shared A. L. Cheung· 1 shared B. Fischbacher· 1 shared B. J. Hartley· 1 shared B. Y. Zou· 1 shared D. A. Fidock· 1 shared D. Paull· 1 shared D. S. Marapana· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperMicrobiology

A. F. Cowman

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Author profile →

2 papers

Recent·Most cited

Modular deep learning enables automated identification of monoclonal cell lines

B. Fischbacher, S. Hedaya, B. J. Hartley, Z. Wang, G. Lallos, D. Hutson, M. Zimmer, J. Brammer, The NYSCF Global Stem Cell Array Team, D. Paull

This paper introduces Monoqlo, a deep learning workflow that automatically detects colony presence and identifies clonality from cellular imaging, enabling scalable and standardized monoclonalization.

bioRxiv · Dec 28, 2020Cell Biology

Pan-active imidazolopiperazine antimalarials target the Plasmodium falciparum intracellular secretory pathway

G. M. LaMonte, D. S. Marapana, N. Gnadig, S. Ottilie, M. R. Luth, T. S. Worgall, F. Rocamora, G. M. Goldgof, R. Mohunlal, T. R. S. Kumar, J. K. Thompson, E. Vigil, J. Yang, D. Hutson, T. Johnson, , E. A. Winzeler

This study identifies imidazolopiperazines as targeting the Plasmodium falciparum secretory pathway by inhibiting protein trafficking and ER expansion.

bioRxiv · Aug 15, 2019Microbiology