Clinical Evaluation of a Real-Time Wearable System for Monitoring In-Hospital Ambulatory Patients With COVID-19: Retrospective Data Study - Report - MDSpire

Clinical Evaluation of a Real-Time Wearable System for Monitoring In-Hospital Ambulatory Patients With COVID-19: Retrospective Data Study

  • By

  • Sarah Vollam

  • Cristian Roman

  • Mauro Santos

  • Marco Pimentel

  • Oliver Redfern

  • Lionel Tarassenko

  • Peter Watkinson

  • June 22, 2026

  • 0 min

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Clinical Report: Assessment of a Real-Time Wearable Monitoring System for In-Hospital Ambulatory COVID-19 Patients

Overview

This study evaluates the physiological patterns of vital signs in hospitalized COVID-19 patients using a wearable monitoring system.

Background

The COVID-19 pandemic has highlighted the need for continuous monitoring of hospitalized patients to detect deterioration early. Traditional monitoring methods faced challenges due to isolation protocols and the risk of virus transmission.

Data Highlights

No numerical data or trial data was provided in the source material.

Key Findings

  • 42% of hospitalized COVID-19 patients required ventilatory support or died in hospital.
  • Wearable monitoring systems were deployed to support nurses in managing high-risk patients during the pandemic.
  • The study linked continuous vital sign data with early warning scores from electronic patient records.
  • Implementation of the wearable system was accelerated in response to COVID-19 safety concerns.

Clinical Implications

The findings suggest that wearable monitoring systems could enhance the management of hospitalized COVID-19 patients by providing continuous vital sign data. Understanding the impact of these systems on nursing practices may inform future implementations in clinical settings.

Conclusion

The study underscores the potential role of wearable monitoring systems in improving patient safety and monitoring in hospital settings during the COVID-19 pandemic.

Related Resources & Content

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  5. World Health Organization (WHO), Clinical management of COVID-19: living guideline, June 2025
  6. SCCM, Guidelines on Recognizing and Responding to Clinical Deterioration Outside the ICU
  7. Clinical management of COVID-19: living guideline, June 2025 - World Health Organization (WHO)
  8. Guidelines on Recognizing and Responding to Clinical Deterioration Outside the ICU | SCCM
  9. Continuous vs Intermittent Postoperative Vital Sign Monitoring: A Cluster Randomized Crossover Trial - PMC

Original Source(s)

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