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HDStIM

High Dimensional Stimulation Immune Mapping ('HDStIM')

A method for identifying responses to experimental stimulation in mass or flow cytometry that uses high dimensional analysis of measured parameters and can be performed with an end-to-end unsupervised approach. In the context of in vitro stimulation assays where high-parameter cytometry was used to monitor intracellular response markers, using cell populations annotated either through automated clustering or manual gating for a combined set of stimulated and unstimulated samples, 'HDStIM' labels cells as responding or non-responding. The package also provides auxiliary functions to rank intracellular markers based on their contribution to identifying responses and generating diagnostic plots.

Versions across snapshots

VersionRepositoryFileSize
0.1.0 rolling source/ R- HDStIM_0.1.0.tar.gz 814.9 KiB
0.1.0 rolling linux/jammy R-4.5 HDStIM_0.1.0.tar.gz 850.5 KiB
0.1.0 rolling linux/noble R-4.5 HDStIM_0.1.0.tar.gz 850.3 KiB
0.1.0 latest source/ R- HDStIM_0.1.0.tar.gz 814.9 KiB
0.1.0 latest linux/jammy R-4.5 HDStIM_0.1.0.tar.gz 850.5 KiB
0.1.0 latest linux/noble R-4.5 HDStIM_0.1.0.tar.gz 850.3 KiB
0.1.0 2026-04-23 source/ R- HDStIM_0.1.0.tar.gz 814.9 KiB
0.1.0 2026-04-09 windows/windows R-4.5 HDStIM_0.1.0.zip 858.9 KiB
0.1.0 2025-04-20 source/ R- HDStIM_0.1.0.tar.gz 814.9 KiB

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