Cyber-Resilient Bayesian Healthcare Surveillance Framework
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Documentation for package ‘CRBHSF’ version 0.1.0
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| clean_health_data | Clean healthcare surveillance data |
| compare_ml_benchmarks | Compare simple machine-learning benchmarks |
| compute_crbhsf_risk | Compute CRBHSF risk score |
| compute_crpr | Compute Cyber-Resilience Pressure Ratio |
| create_deterioration_outcome | Create future deterioration outcome |
| estimate_evib | Estimate expected value of intervention benefit |
| estimate_latent_trust | Estimate latent organisational trust |
| fit_bayesian_surveillance | Fit lightweight Bayesian surveillance model |
| generate_surveillance_report | Generate simple surveillance report |
| plot_ablation_auc | Plot ablation AUC |
| plot_deployment_impact | Plot digital-twin deployment impact |
| plot_risk_distribution | Plot risk distribution |
| run_ablation_study | Run CRBHSF ablation study |
| simulate_digital_twin | Simulate digital-twin deployment |
| validate_surveillance | Validate surveillance score |