Author

B. J. Hartley

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Cell Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

B. Fischbacher· 1 shared D. Hutson· 1 shared D. Paull· 1 shared G. Lallos· 1 shared J. Brammer· 1 shared M. Zimmer· 1 shared S. Hedaya· 1 shared The NYSCF Global Stem Cell Array Team· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperCell Biology

B. Fischbacher

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1 paper

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