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The Birmingham mandible and midface rules: final data analysis.

Ross O C Elledge1, Sarafina Vatharkar1, David McNulty1

  • 1University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.

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|December 12, 2025
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Summary
This summary is machine-generated.

The Birmingham mandible and midface (BruMM) rules can help emergency medicine clinicians decide when to use plain film radiography for suspected facial fractures. Applying these rules could reduce unnecessary X-rays and save costs.

Keywords:
BruMMClinical predictorFacial traumaMandible fractureMaxillofacial radiologyPredictor ruleZygomatic fracture

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Area of Science:

  • Emergency Medicine
  • Radiology
  • Clinical Decision Support

Background:

  • Heuristics and predictor rules are vital in emergency medicine due to extensive knowledge requirements.
  • The Birmingham mandible and midface (BruMM) rules were developed to aid decision-making for facial fracture radiography.

Purpose of the Study:

  • To evaluate the effectiveness of the BruMM rules in a real-world clinical setting.
  • To refine the BruMM rules for diagnosing mandibular and zygomatic fractures using plain film radiography.

Main Methods:

  • Frontline clinicians applied BruMM rules to suspected mandibular/zygomatic fractures.
  • Radiographs were reviewed for fracture presence.
  • Discriminant analysis using LASSO regression and a forward stepwise Jaccard procedure was performed.

Main Results:

  • A composite BruMM-rules score with 3 mandibular and 6 zygomatic predictors was developed.
  • Maximal sensitivity was 96.4% and specificity was 56.5%.
  • Implementation could avoid 43.4% of plain film radiograph studies, saving £8,356.86-£15,440.76 annually.

Conclusions:

  • The refined BruMM rules offer a sensitive tool for diagnosing facial fractures.
  • The BruMM rules can optimize radiography use, leading to significant cost savings.