MiRNAQCD: Micro-RNA Quality Control and Diagnosis

A complete and dedicated analytical toolbox for quality control and diagnosis based on subject-related measurements of micro-RNA (miRNA) expressions. The package consists of a set of functions that allow to train, optimize and use a Bayesian classifier that relies on multiplets of measured miRNA expressions. The package also implements the quality control tools required to preprocess input datasets. In addition, the package provides a function to carry out a statistical analysis of miRNA expressions, which can give insights to improve the classifier's performance. The method implemented in the package was first introduced in L. Ricci, V. Del Vescovo, C. Cantaloni, M. Grasso, M. Barbareschi and M. A. Denti, "Statistical analysis of a Bayesian classifier based on the expression of miRNAs", BMC Bioinformatics 16:287, 2015 <doi:10.1186/s12859-015-0715-9>. The package is thoroughly described in M. Castelluzzo, A. Perinelli, S. Detassis, M. A. Denti and L. Ricci, "MiRNA-QC-and-Diagnosis: An R package for diagnosis based on MiRNA expression", SoftwareX 12:100569, 2020 <doi:10.1016/j.softx.2020.100569>. Please cite both these works if you use the package for your analysis. DISCLAIMER: The software in this package is for general research purposes only and is thus provided WITHOUT ANY WARRANTY. It is NOT intended to form the basis of clinical decisions. Please refer to the GNU General Public License 3.0 (GPLv3) for further information.

Version: 1.1.3
Imports: stats, utils, ggplot2, pROC, qpdf
Suggests: testthat
Published: 2023-05-02
DOI: 10.32614/CRAN.package.MiRNAQCD
Author: Michele Castelluzzo [aut], Alessio Perinelli [cre], Simone Detassis [aut], Michela Alessandra Denti [aut], Leonardo Ricci [aut]
Maintainer: Alessio Perinelli <alessio.perinelli at unitn.it>
License: GPL-3
NeedsCompilation: no
Citation: MiRNAQCD citation info
In views: Omics
CRAN checks: MiRNAQCD results


Reference manual: MiRNAQCD.pdf


Package source: MiRNAQCD_1.1.3.tar.gz
Windows binaries: r-devel: MiRNAQCD_1.1.3.zip, r-release: MiRNAQCD_1.1.3.zip, r-oldrel: MiRNAQCD_1.1.3.zip
macOS binaries: r-release (arm64): MiRNAQCD_1.1.3.tgz, r-oldrel (arm64): MiRNAQCD_1.1.3.tgz, r-release (x86_64): MiRNAQCD_1.1.3.tgz, r-oldrel (x86_64): MiRNAQCD_1.1.3.tgz
Old sources: MiRNAQCD archive


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