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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.

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