GeoWaVe: geometric median clustering with weighted voting for ensemble clustering of cytometry data

MOTIVATION: Clustering is an unsupervised method for identifying structure in unlabelled data. In the context of cytometry, it is typically used to categorize cells into subpopulations of similar phenotypes. However, clustering is greatly dependent on hyperparameters and the data to which it is appl...

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Detalles Bibliográficos
Autores principales: Burton, Ross J, Cuff, Simone M, Morgan, Matt P, Artemiou, Andreas, Eberl, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9805571/
https://www.ncbi.nlm.nih.gov/pubmed/36413065
http://dx.doi.org/10.1093/bioinformatics/btac751

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9805571/
https://www.ncbi.nlm.nih.gov/pubmed/36413065
http://dx.doi.org/10.1093/bioinformatics/btac751

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