Package: PheValuator Type: Package Title: Rapid Phenotype Evaluation Version: 2.2.18 Date: 2026-10-7 Authors@R: c( person("William J.", "O'Brien", email = "wobrien8@its.jnj.com", role = c("aut", "cre")), person("Joel", "Swerdel", email = "jswerdel@its.jnj.com", role = c("aut")), person("Martijn", "Schuemie", email = "schuemie@ohdsi.org", role = c("aut")) ) Description: Evaluates phenotype algorithms by developing a diagnostic prediction model using a set of noisy positives and noisy negatives. It can then apply the model to a large cohort to create a set of subjects each with a predicted probability for the health outcome of interest. This cohort can then be used to evaluate phenotype algorithms through the calculation of the necessary performance characteristics - sensitivity, specificity, and positive and negative predictive value. Based on work by Swerdel (2022) and Swerdel (2019) . License: Apache License 2.0 VignetteBuilder: knitr Depends: R (>= 4.1.1) Imports: DatabaseConnector, PatientLevelPrediction (>= 6.0.4), FeatureExtraction (>= 2.1.5), SqlRender (>= 1.5.2), dplyr (>= 0.7.8), methods, ParallelLogger, tibble Suggests: knitr, rmarkdown, shiny, shinydashboard, DT, htmltools, qpdf, testthat, Eunomia, withr, CohortGenerator URL: https://ohdsi.github.io/PheValuator/, https://github.com/OHDSI/PheValuator BugReports: https://github.com/OHDSI/PheValuator/issues Encoding: UTF-8 Config/roxygen2/version: 8.1.0 NeedsCompilation: no Packaged: 2026-10-24 11:25:41 UTC; root Author: William J. O'Brien [aut, cre], Joel Swerdel [aut], Martijn Schuemie [aut] Maintainer: William J. O'Brien Repository: https://cran.r-universe.dev Date/Publication: 2026-10-24 11:17:19 UTC RemoteUrl: https://github.com/cran/PheValuator RemoteRef: HEAD RemoteSha: 65148cdd17c67542b735991051f9990bb48f95e3