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Healthcare IT & ComplianceGenerated accuracy model review: 2026-05-06
DICOM De-identification Workload Calculator accuracy and testing
This page documents how Calwarden builds trust for this calculator: source notes, regression-style default tests, limitations, assumptions, unit handling, rounding, and visible change history.
Formula source
- Total hours = (studies x instances per study x processing seconds / 3600 + studies x review minutes / 60) x (1 + rework percent / 100). Workdays = total hours / staff hours per day.
Test cases
Default input regression check
Generated from the checked-in default inputs and calculate function.
Inputs
- Studies: 8,000
- Instances per Study: 350
- Processing Time per Instance: 0.03 sec
- Review Time per Study: 1.5 min
- Rework / Exception Rate: 10%
- Available Staff Capacity: 6 hr/day
Expected outputs
- Workdays Required: 40.94
- Total Instances: 2,800,000
- Total Work Hours: 245.67 hr
- Studies per Workday: 195.39
Known limitations
- This page documents the checked-in calculator logic and does not certify results for every real-world edge case.
- Use the result as a planning estimate unless the calculator page states a stricter purpose.
Assumptions
- The calculators use transparent formulas rather than vendor-specific sizing or compliance models.
- Inputs are processed locally in the browser and are not stored by Calwarden.
- De-identification can be privacy- and research-governance-sensitive; validate methods, tags, burned-in annotations, and release rules before sharing data.
Unit handling
- Studies accepts numeric values.
- Instances per Study accepts numeric values.
- Processing Time per Instance accepts values in sec.
- Review Time per Study accepts values in min.
- Rework / Exception Rate accepts values in %.
- Available Staff Capacity accepts values in hr/day.
- Total Work Hours is displayed in hr.
Rounding rules
- Number displays use up to 2 decimal places in the calculator UI.
- Input precision follows configured step values where provided.
Version history
1.0.0 - 2026-05-06
Generated accuracy and testing page from the current dicom-de-identification-workload-calculator calculator definition.
Change log
2026-05-06
Published default regression test documentation and metadata fallbacks for DICOM De-identification Workload Calculator.
Calculator transparency
Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.