Package: CRBHSF Type: Package Title: Cyber-Resilient Bayesian Healthcare Surveillance Framework Version: 0.1.0 Authors@R: c(person(given = "Muhammad", family = "Zahir Khan", email = "zahirstat007@gmail.com", role = c("aut", "cre")), person(given = "Abdul Wahid", family = "Khan", email = "B24F0570CYS128@paf-iast.edu.pk", role = "aut")) Description: Provides methods for cyber-resilient healthcare performance surveillance using Bayesian risk estimation, latent organisational trust modelling, cyber-resilience assessment, external validation, decision-theoretic optimisation, and digital-twin deployment simulation. The package supports prospective deterioration monitoring, uncertainty-aware risk assessment, intervention prioritisation, ablation analysis, and operational evaluation for healthcare performance management and health system resilience research. The methodological framework is informed by contemporary guidance on prediction model development and validation (Efthimiou et al., 2024 ), transparent reporting of prediction models (Collins et al., 2024 ), and decision-analytic model evaluation (Vickers and Elkin, 2006 ). License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 URL: https://github.com/zerish12/CRBHSF BugReports: https://github.com/zerish12/CRBHSF/issues Imports: dplyr, ggplot2, pROC, purrr, tibble Suggests: testthat (>= 3.0.0), knitr, rmarkdown Config/testthat/edition: 3 Repository: https://zerish12.r-universe.dev Date/Publication: 2026-06-14 15:54:56 UTC RemoteUrl: https://github.com/zerish12/crbhsf RemoteRef: HEAD RemoteSha: fcf9b200583c2f2e977bcb8370a46a80057642da NeedsCompilation: no Packaged: 2026-06-25 08:37:10 UTC; root Author: Muhammad Zahir Khan [aut, cre], Abdul Wahid Khan [aut] Maintainer: Muhammad Zahir Khan Depends: R (>= 4.1.0)