Author

Léo Leplat

Institute of Genetics and CancerORCID 0009-0006-4178-7980Unclaimed 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 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Alan O’CallaghaniD· 1 shared Andrew J. FilbyiD· 1 shared Fiona InglisiD· 1 shared Hakan BileniD· 1 shared Peter BankheadiD· 1 shared Thibaut GoldsboroughiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Alan O’CallaghanORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 4, 2024

A novel channel invariant architecture for the segmentation of cells and nuclei in multiplexed images using InstanSeg

Thibaut Goldsborough, Alan O’Callaghan, Fiona Inglis…·Peter Bankhead

The paper introduces ChannelNet, a deep learning architecture for segmenting cells and nuclei in multiplexed images, and demonstrates its effectiveness when combined with InstanSeg.

27 citations

imagingdeep learning

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