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consensusOV

Bioc current

Gene expression-based subtype classification for high-grade serous ovarian cancer

v1.34.0 · software · Artistic-2.0
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Release Lineage

Entered 3.6 · Oct 31, 2017

Current · Requires R 4.6

1.0 In 18 of 49 releases 3.23

Description

This package implements four major subtype classifiers for high-grade serous (HGS) ovarian cancer as described by Helland et al. (PLoS One, 2011), Bentink et al. (PLoS One, 2012), Verhaak et al. (J Clin Invest, 2013), and Konecny et al. (J Natl Cancer Inst, 2014). In addition, the package implements a consensus classifier, which consolidates and improves on the robustness of the proposed subtype classifiers, thereby providing reliable stratification of patients with HGS ovarian tumors of clearly defined subtype.

Code

Code metrics have not been computed for this package yet.

Topics

Software › StatisticalMethod › Classification
Software › StatisticalMethod › Clustering
Software › BiologicalQuestion › DifferentialExpression
Software › AssayDomain › GeneExpression
Software › Technology › Microarray
Software › ResearchField › Transcriptomics

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