combiroc: Selection and Ranking of Omics Biomarkers Combinations Made Easy

Provides functions and a workflow to easily and powerfully calculating specificity, sensitivity and ROC curves of biomarkers combinations. Allows to rank and select multi-markers signatures as well as to find the best performing sub-signatures. The method used was first published as a Shiny app and described in Mazzara et al. (2017) <doi:10.1038/srep45477> and further described in Bombaci & Rossi (2019) <doi:10.1007/978-1-4939-9164-8_16>.

Package details

AuthorIvan Ferrari [aut] (<https://orcid.org/0000-0003-3746-4143>), Riccardo L. Rossi [aut, cre] (<https://orcid.org/0000-0002-4964-3264>), Saveria Mazzara [aut] (<https://orcid.org/0000-0003-1799-2360>), Mauro Bombaci [ccp, ctb, dtc] (<https://orcid.org/0000-0002-9887-4165>)
MaintainerRiccardo L. Rossi <ric.rossi@gmail.com>
LicenseMIT + file LICENSE
Version0.2.3
URL https://github.com/ingmbioinfo/combiroc
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("combiroc")

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combiroc documentation built on Aug. 17, 2021, 9:07 a.m.