Author

Satoshi Kozawa

Japan Science and Technology AgencyORCID 0000-0002-6932-3639Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2 Developmental Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:deconvolution· 1 Research Focus:development & morphogenesis· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Kengo TejimaiD· 2 shared Thomas N. SatoiD· 2 shared Fumihiko Sagawa· 1 shared Hirona Yokoyama· 1 shared Hotaka Doi· 1 shared Kyoji Urayama· 1 shared Madoka Omae· 1 shared Neil C. Chi· 1 shared

Activity by Year

2017-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Kengo TejimaORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Cell type-specific weighting-factors to solve solid organs-specific limitations of single cell RNA-sequencing

Kengo Tejima, Satoshi Kozawa, Thomas N. Sato

The paper introduces cell type-specific weighting-factors to address limitations in scRNA-seq analysis of solid tissues, improving bulk RNA-seq reconstitution and deconvolution accuracy.

PLoS Genetics · Nov 18, 2024Peer-reviewedBioinformatics

Latent disease similarities and therapeutic repurposing possibilities uncovered by multi-modal generative topic modeling of human diseases

Satoshi Kozawa, Hirona Yokoyama, Kyoji Urayama, Kengo Tejima, Hotaka Doi, Shunki Takagi, Thomas N. Sato

This paper uses multi-modal generative topic modeling to identify latent disease similarities and therapeutic targets for repurposing across human diseases.

Bioinformatics Advances · Jan 1, 2023Peer-reviewedBioinformatics

Re-evaluating functional landscape of the cardiovascular system during development

Norio Takada, Madoka Omae, Fumihiko Sagawa, Neil C. Chi, Satsuki Endo, Satoshi Kozawa, Thomas T. Sato

The study identifies organ-specific cardiovascular functions and mechanisms in zebrafish, revealing why the cardiovascular system develops first.

Biology Open · Jan 1, 2017Peer-reviewedDevelopmental Biology