<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Cyber-Resilient Bayesian Healthcare Surveillance Framework</dc:title>
  <dc:title>R package CRBHSF version 0.1.0</dc:title>
  <dc:description>Provides methods for 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 &lt;doi:10.1136/bmj-2023-078276&gt;),
    transparent reporting of prediction models
    (Collins et al., 2024 &lt;doi:10.1136/bmj-2023-078378&gt;), and
    decision-analytic model evaluation
    (Vickers and Elkin, 2006 &lt;doi:10.1177/0272989X06295361&gt;).</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: dplyr, ggplot2, pROC, purrr, tibble</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0), knitr, rmarkdown</dc:relation>
  <dc:creator>Muhammad Zahir Khan &lt;zahirstat007@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Muhammad Zahir Khan [aut, cre],
  Abdul Wahid Khan [aut]</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=CRBHSF/LICENSE)</dc:rights>
  <dc:date>2026-06-24</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=CRBHSF</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.CRBHSF</dc:identifier>
</oai_dc:dc>
