Author

Masato Ishikawa

Institute for Life and Medical Sciences, Kyoto UniversityORCID 0000-0003-3652-196XUnclaimed ORCID profile · follow to get notified of new preprints

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Masato Ishikawa2 papers · Kyoto University

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Haruka HiroseiD· 1 shared Hiroki OkumuraiD· 1 shared Keiki NagaharuiD· 1 shared Kohshi OhishiiD· 1 shared Norio OzakiiD· 1 shared Shuto HayashiiD· 1 shared Teppei ShimamuraiD· 1 shared Yasuhiro KojimaiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Haruka HiroseORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 1, 2024

Inferring extrinsic factor-dependent single-cell transcriptome dynamics using a deep generative model

Yasuhiro Kojima, Yuko Arioka, Haruka Hirose…·Teppei Shimamura

ExDyn is a deep generative model that estimates single-cell transcriptome dynamics influenced by extrinsic factors, showing improved accuracy over existing methods.

1 citation

scRNA-seqdeep learning

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