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ShinySOM: graphical SOM-based analysis of single-cell cytometry data
M. Kratochvíl, D. Bednárek, T. Sieger, K. Fišer, J. Vondrášek,
Jazyk angličtina Země Velká Británie
Typ dokumentu časopisecké články, práce podpořená grantem
NLK
Free Medical Journals
od 1996 do Před 1 rokem
PubMed Central
od 2007
Open Access Digital Library
od 1996-01-01
Medline Complete (EBSCOhost)
od 1998-01-01
Oxford Journals Open Access Collection
od 1985-01-01 do 2022-09-30
Oxford Journals Open Access Collection
od 1985-01-01
ROAD: Directory of Open Access Scholarly Resources
od 1998
- MeSH
- algoritmy * MeSH
- metadata MeSH
- průběh práce MeSH
- software * MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
SUMMARY: ShinySOM offers a user-friendly interface for reproducible, high-throughput analysis of high-dimensional flow and mass cytometry data guided by self-organizing maps. The software implements a FlowSOM-style workflow, with improvements in performance, visualizations and data dissection possibilities. The outputs of the analysis include precise statistical information about the dissected samples, and R-compatible metadata useful for the batch processing of large sample volumes. AVAILABILITY AND IMPLEMENTATION: ShinySOM is free and open-source, available online at gitlab.com/exaexa/ShinySOM. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
Department of Software Engineering MFF Charles University 118 00 Prague Czech Republic
Institute of Organic Chemistry and Biochemistry AS CR 166 10 Praha 6 Czech Republic
Citace poskytuje Crossref.org
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