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Generating Quantitative Cell Identity Labels with Marker Enrichment Modeling (MEM)

Multiplexed single cell experimental techniques like mass cytometry measure 40 or more features and enable deep characterization of well-known and novel cell populations. However, traditional data analysis techniques rely extensively on human experts or prior knowledge, and novel machine learning al...

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Podrobná bibliografie
Vydáno v:Curr Protoc Cytom
Hlavní autoři: Diggins, Kirsten E., Gandelman, Jocelyn S., Roe, Caroline E., Irish, Jonathan M.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5774653/
https://ncbi.nlm.nih.gov/pubmed/29345329
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/cpcy.34
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