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Determining clinically relevant features in cytometry data using persistent homology

Cytometry experiments yield high-dimensional point cloud data that is difficult to interpret manually. Boolean gating techniques coupled with comparisons of relative abundances of cellular subsets is the current standard for cytometry data analysis. However, this approach is unable to capture more s...

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Detalhes bibliográficos
Publicado no:bioRxiv
Main Authors: Mukherjee, Soham, Wethington, Darren, Dey, Tamal K., Das, Jayajit
Formato: Artigo
Idioma:Inglês
Publicado em: Cold Spring Harbor Laboratory 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8095200/
https://ncbi.nlm.nih.gov/pubmed/33948593
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1101/2021.04.26.441473
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