debCAM
Bioc currentDeconvolution by Convex Analysis of Mixtures
Release Lineage
Entered 3.10 · Oct 30, 2019
Current · Requires R 4.6
Description
An R package for fully unsupervised deconvolution of complex tissues. It provides basic functions to perform unsupervised deconvolution on mixture expression profiles by Convex Analysis of Mixtures (CAM) and some auxiliary functions to help understand the subpopulation-specific results. It also implements functions to perform supervised deconvolution based on prior knowledge of molecular markers, S matrix or A matrix. Combining molecular markers from CAM and from prior knowledge can achieve semi-supervised deconvolution of mixtures.
None published for Bioconductor
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Checks run against github.com/lululuella/debcam on 2026-10-18.
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Topics
Depended on by (1)
Bioconductor (1)
People
Lulu Chen
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