Abstract
Aim: Even with modern care, necrotizing fasciitis (NF) is a life-threatening emergency disease. The present study attempts to identify simple clinical admission characteristics or laboratory tests to differentiate between high- and low-mortality risk groups in patients with NF. Patients and Methods: The records of 272 patients who received debridement were reviewed. The X2-test (or the Mann-Whitney U-test) and C4.5 decision tree were utilized to analyse 23 clinical characteristics and laboratory tests. The main outcome measure was in-hospital mortality. Results: The overall mortality rate was 17 per cent. Three independent predictors of mortality - white blood cell (WBC) count; left shift in the differential WBC count, with an increase in immature neutrophils (band form); and hypotension - were determined using the C4.5 decision tree. From these predictors, a decision tree was produced to classify patients with NF into high- and low-mortality risk groups. The accuracy of the C4.5 decision tree with cross-validation was 84.2 per cent (95 per cent confidence interval: 80.3-88.1 per cent). Conclusion: Using routine blood pressure measurements and simple laboratory tests of WBC count and differentials, clinicians can rapidly identify patients with high-mortality risk.
| Original language | English |
|---|---|
| Pages (from-to) | 103-108 |
| Number of pages | 6 |
| Journal | Surgical Practice |
| Volume | 16 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - Aug 2012 |
Keywords
- Decision tree
- Mortality
- Necrotizing fasciitis
- Risk factor
ASJC Scopus subject areas
- Surgery
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