Article

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

2022-07-02

Abstract excerpt

<h4>Motivation</h4> Clustering is an unsupervised method for identifying structure in unlabelled data. In the context of cytometry, is typically used to categorise cells into subpopulations of similar phenotype. However, clustering is greatly dependent on hyperparameters and the data to which it is applied as each algorithm makes different assumptions and generates a different ‘view’ of the dataset. As such, the...

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Literature Corpus work: 607d3a4c-d8f9-592b-aa09-04c2cec3b4d5
DOI: 10.1101/2022.06.30.496829

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