Development and preliminary clinical validation of a mobile health application for pressure injury staging in ICU patients - Summary - MDSpire

Development and preliminary clinical validation of a mobile health application for pressure injury staging in ICU patients

  • By

  • Han Sheng

  • Chen Hu

  • Danying Zhang

  • Zhihong Zhu

  • Dong Xu

  • May 28, 2026

  • 0 min

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Objective:

To develop and assess a smartphone-based application for staging pressure injuries in ICU patients.

Key Findings:
  • A total of 52 patients with 269 pressure injuries were included.
  • The weighted kappa value between two WOCNs was 0.872 (95% CI: 0.698–0.944, p < 0.001), indicating high agreement.
  • The inter-rater agreement coefficient for the iOS application was 0.769 (95% CI: 0.632–0.906, p < 0.001) and for the Android version was 0.821 (95% CI: 0.698–0.944, p < 0.001).
  • Classification consistency for each stage ranged from 76.9% to 84.6%.
  • Inter-rater agreement for wound measurements was good, ranging from 0.843 to 0.914 (p < 0.001).
Interpretation:

Limitations:
  • The study was conducted in a specific ICU setting, which may limit generalizability.
  • Further validation in diverse clinical environments is needed.
Conclusion:

The application was easy to use and accepted by nursing staff, providing preliminary evidence for its use as a tool for pressure injury staging.

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