Author

Xin Du

University of SouthamptonORCID 0000-0002-7948-4081Unclaimed ORCID profile · follow to get notified of new preprints

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Xin Du1 paper

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Systems Biology· 1

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Research Focus:cell type annotation· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Ben D. MacArthuriD· 1 shared Fumio AraiiD· 1 shared Haruka Imanishi· 1 shared Jonathan J. WestiD· 1 shared Koichi AkashiiD· 1 shared Mahesan NiranjaniD· 1 shared Matthew J.J. Rose-ZerilliiD· 1 shared Patrick S. StumpfiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Ben D. MacArthurORCID

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1 paper

Recent·Most cited

Mapping biology from mouse to man using transfer learning

Patrick S. Stumpf, Xin Du, Haruka Imanishi, Yuya Kunisaki, Yuichiro Semba, Timothy J. Noble, Rosanna C. G. Smith, Matthew J.J. Rose-Zerilli, Jonathan J. West, Richard O. C. Oreffo, Mahesan Niranjan, Koichi Akashi, Fumio Arai, Ben D. MacArthur

This paper uses transfer learning to map biology from mouse to human bone marrow using single-cell RNA-sequencing data, showing improved accuracy with retraining and zero-shot learning.

bioRxiv · Dec 26, 2019 · PreprintSystems Biology