{ "_id": "6a23c73d530b9bc726bdf93f", "Package": "combiroc", "Title": "Selection and Ranking of Omics Biomarkers Combinations Made Easy", "Date": "2023-07-04", "Version": "0.3.4", "Language": "en-US", "Authors@R": "c(person(given = \"Ivan\",\nfamily = \"Ferrari\",\nrole = \"aut\",\nemail = \"ferrari@ingm.org\",\ncomment = c(ORCID = \"0000-0003-3746-4143\")),\nperson(given = \"Riccardo L.\",\nfamily = \"Rossi\",\nrole = c(\"aut\", \"cre\"),\nemail = \"ric.rossi@gmail.com\",\ncomment = c(ORCID = \"0000-0002-4964-3264\")),\nperson(given = \"Saveria\",\nfamily = \"Mazzara\",\nrole = \"aut\",\nemail = \"saveria.mazzara@gmail.com\",\ncomment = c(ORCID = \"0000-0003-1799-2360\")),\nperson(given = \"Mauro\",\nfamily = \"Bombaci\",\nrole = c(\"ccp\", \"ctb\", \"dtc\"),\nemail = \"bombaci@ingm.org\",\ncomment = c(ORCID = \"0000-0002-9887-4165\")))", "Description": "Provides functions and a workflow to easily and powerfully\ncalculating specificity, sensitivity and ROC curves of\nbiomarkers combinations. Allows to rank and select\nmulti-markers signatures as well as to find the best performing\nsub-signatures, now also from single-cell RNA-seq datasets. The\nmethod used was first published as a Shiny app and described in\nMazzara et al. (2017) and further\ndescribed in Bombaci & Rossi (2019)\n, and widely expanded as a\npackage as presented in the bioRxiv pre print Ferrari et al.\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.2.3", "VignetteBuilder": "knitr", "URL": "https://doi.org/10.1101/2022.01.17.476603,\nhttps://github.com/ingmbioinfo/combiroc", "BugReports": "https://github.com/ingmbioinfo/combiroc/issues", "Config/testthat/edition": "3", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://ingmbioinfo.r-universe.dev", "Date/Publication": "2026-01-07 10:07:34 UTC", "RemoteUrl": "https://github.com/ingmbioinfo/combiroc", "RemoteRef": "HEAD", "RemoteSha": "93c57d501a84ad20dd7e3a9ba35c6aa6bc12b4ed", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-06 07:03:05 UTC", "User": "root" }, "Author": "Ivan Ferrari [aut] (ORCID: ),\nRiccardo L. 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