Video system to watch and flag healthcare workers' protective gear use
Development of a Video-based Personal Protective Equipment Monitoring System
A team is building a camera-and-AI system that spots when healthcare workers are missing or misusing masks, gowns, or gloves so hospitals can fix problems faster for staff and patients.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Children's Research Institute NIH-funded |
| Lab location | 1 site (Washington, United States) |
| Project ID | NIH-11144992 on NIH RePORTER |
What this research studies
From my view as a patient, researchers will set up cameras and use computer vision to recognize when staff are not wearing PPE correctly and mark those moments for review. The system, called CAPPED, will track multiple team members at once and highlight potential lapses on a video-monitoring interface. Teams will pilot the technology in high-risk areas like emergency departments and COVID care zones to see where and when PPE mistakes happen. The project aims to make it easier for hospitals to find repeated problems and improve how staff use protective gear.
Who could benefit from this research
Good fit: Ideal participants are frontline healthcare workers and clinical teams in emergency rooms or COVID/high-risk hospital units where cameras and the monitoring system are installed.
Not a fit: People outside participating hospitals or those not working in clinical settings would not directly take part or benefit from this project.
Why it matters
Potential benefit: If it works, the system could lower workplace-acquired infections by catching PPE mistakes sooner and helping hospitals correct them.
How similar studies have performed: There have been small pilots using computer vision to detect masks or gloves, but continuous team-level video monitoring for PPE adherence in real clinical settings is relatively new.
Where this research is happening
Washington, United States
- Children's Research Institute — Washington, United States (Active)
Researchers
- Principal investigator: Burd, Randall S. — Children's Research Institute
- Study coordinator: Burd, Randall S.
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.