Wearable breathing sensors to spot dangerous breathing early

Novel physiomarkers of high-risk labored breathing for advance warning of clinical deterioration

NIH-funded research University of Virginia · NIH-11262247

Researchers will use small wearable motion sensors to find worsening labored breathing in adults at risk of respiratory failure.

Quick facts

Grant typeR01 grant
Study typeNIH-funded research
Funding institutionUniversity of Virginia NIH-funded
Lab location1 site (Charlottesville, United States)
Project IDNIH-11262247 on NIH RePORTER

What this research studies

You would wear small motion sensors on your chest and abdomen while in the emergency department or hospital so researchers can measure how hard you are breathing. The sensors feed data into a new method called ARK that turns breathing movements into measurable patterns (respiratory kinematics). The team will look for patterns that appear before breathing gets critically worse, beyond what current monitors show. If the signals are reliable, they plan to fold them into existing early warning tools clinicians use to decide when to intervene.

Who could benefit from this research

Good fit: Adults aged 21 and older who are in the emergency department or hospitalized and who have abnormal or concerning breathing are ideal candidates.

Not a fit: People under 21, those without breathing problems, or patients cared for outside participating hospitals may not directly benefit from this work.

Why it matters

Potential benefit: If successful, this could give clinicians earlier alarms for dangerous breathing so treatment can start sooner and severe outcomes like intubation might be reduced.

How similar studies have performed: Small physiological studies and expert reports hint that breathing motion holds useful signals, but large-scale clinical proof for this wearable ARK approach is still lacking.

Where this research is happening

Charlottesville, United States

Researchers

About this research

  1. This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
  2. Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
  3. For full project details, budget, and progress reports, visit the official NIH RePORTER page below.
Last reviewed 2026-06-10 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.