Author

Haruka Imanishi

Kyushu University

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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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 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 Richard O. C. OreffoiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Ben D. MacArthurORCID

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Author profile →

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