r-cytometree 2.0.2
Propagated dependencies: r-rcpparmadillo@14.0.2-1 r-rcpp@1.0.13-1 r-mclust@6.1.1 r-igraph@2.1.1 r-gofkernel@2.1-3 r-ggplot2@3.5.1 r-cowplot@1.1.3
Channel: guix-cran
Licenses: LGPL 3 FSDG-compatible
Synopsis: Automated Cytometry Gating and Annotation
Description:
Given the hypothesis of a bi-modal 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 bi-modal normal mixture distributions. Splitting is done according to a normalized difference of AIC between the two families. Method is detailed in: Commenges, Alkhassim, Gottardo, Hejblum & Thiebaut (2018) <doi: 10.1002/cyto.a.23601>.
Total results: 1