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bioconductor-partcnv

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Infer locally aneuploid cells using single cell RNA-seq data

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-partcnv

Usage Tracking

1.4.0
1.0.0
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Downloads (Last 6 months): 0

Description

This package uses a statistical framework for rapid and accurate detection of aneuploid cells with local copy number deletion or amplification. Our method uses an EM algorithm with mixtures of Poisson distributions while incorporating cytogenetics information (e.g., regional deletion or amplification) to guide the classification (partCNV). When applicable, we further improve the accuracy by integrating a Hidden Markov Model for feature selection (partCNVH).

About

Summary

Infer locally aneuploid cells using single cell RNA-seq data

Last Updated

Jan 4, 2025 at 02:56

License

GPL-2

Total Downloads

1.5K

Supported Platforms

noarch