Automated Cytometry Gating

Given the hypothesis of a bimodal distribution of cells for each marker, the algorithm constructs a binary tree, the nodes of which are subpopulations of cells. At each node, observed cells and markers are modeled by both a family of normal distributions and a family of bimodal normal mixture distributions. Splitting is done according to a normalized difference of AIC between the two families.


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1.0.1 by Alkhassim Chariff, 3 months ago

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Authors: Alkhassim Chariff

Documentation:   PDF Manual  

LGPL-3 | file LICENSE license

Imports ggplot2, graphics, igraph, mclust, stats

Depends on Rcpp

Linking to Rcpp, RcppArmadillo

See at CRAN