Development and preliminary clinical validation of a mobile health application for pressure injury staging in ICU patients - Report - 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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Clinical Report: Creation and initial clinical assessment of a mobile health tool for staging pressure injuries in ICU patients

Overview

This study evaluates a smartphone-based application for staging pressure injuries in ICU patients.

Background

Pressure injuries are prevalent in critically ill patients and can lead to severe complications. Accurate staging is essential for guiding nursing care.

Data Highlights

MeasureiOS ApplicationAndroid Application
Inter-rater agreement with expert consensus0.769 (95% CI: 0.632–0.906, p < 0.001)0.821 (95% CI: 0.698–0.944, p < 0.001)
Classification consistency for each stage76.9% - 84.6%N/A
Inter-rater agreement for wound measurements0.843–0.914N/A
Intra-rater reliability for iOS0.952–0.986N/A
Intra-rater reliability for Android0.959–0.975N/A

Key Findings

  • Weighted kappa between expert assessments was 0.872.
  • Inter-rater agreement coefficients for the mobile health application ranged from 0.769 to 0.821.
  • Classification consistency ranged from 76.9% to 84.6%.
  • Inter-rater agreement for wound measurements was 0.843–0.914.
  • Intra-rater reliability for wound measurements was 0.952–0.986 for iOS and 0.959–0.975 for Android.

Clinical Implications

The mobile health application provides a feasible tool for more standardized and objective pressure injury staging in ICU settings. Its use may enhance the accuracy of assessments and improve nursing interventions for critically ill patients.

Conclusion

The study indicates that a mobile health application can effectively assist in the staging of pressure injuries, potentially leading to improved patient care in intensive care settings.

Related Resources & Content

  1. Frontiers in Medicine, 2026 -- A predictive nomogram for in-ICU deterioration of stage 1 pressure injuries: a retrospective study
  2. Intensive Care Medicine, 2020 -- Incidence, Contributing Factors, and Consequences of Pressure Injuries Among Adult ICU Patients: Insights from the DecubICUs Research
  3. Intensive Care Medicine, 2022 -- Strategies for Reducing Pressure Injuries in Intensive Care Unit Patients: Lessons Learned
  4. DIGITAL HEALTH, 2021 -- Enhancing clinical reliability in pressure injury prediction: A conformal prediction approach with machine learning models
  5. Pressure Ulcers Classification | EPUAP org
  6. Pressure Ulcers Classification | EPUAP org
  7. Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study - PMC
  8. Prevalence of hospital-acquired pressure injuries in intensive care units of the Eastern Mediterranean region: a systematic review and meta-analysis - PMC
  9. Incidence, severity and characteristics of medical device-related pressure injuries in adult intensive care patients: A single-centre, cross-sectional study - ScienceDirect
  10. Assessment of pressure injury risk in intensive care using the COMHON index: An interrater reliability study - ScienceDirect
  11. Risk factors of pressure injury in elderly inpatients: a systematic review and meta-analysis | BMC Geriatrics | Springer Nature Link
  12. Mobile Apps for Wound Assessment and Monitoring: Limitations, Advancements and Opportunities - PMC
  13. A Mobile AI-enhanced Platform for Standardized Wound Assessment and Clinical Decision Support | medRxiv
  14. An inter-assessor reliability study on the categorization and staging of pressure injuries - ScienceDirect

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