Improving CPR effectiveness during cardiac arrest with advanced technology
A deep learning artifact removal method for CPR continuity throughout the shock decision in AEDs
['FUNDING_R01'] · UNIVERSITY OF CONNECTICUT STORRS · NIH-11062247
This study is working on a way to make CPR more effective during heart emergencies by improving how heart rhythm is read while chest compressions are happening, which could help save more lives when someone has a cardiac arrest.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF CONNECTICUT STORRS (nih funded) |
| Locations | 1 site (STORRS-MANSFIELD, UNITED STATES) |
| Trial ID | NIH-11062247 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing the effectiveness of cardiopulmonary resuscitation (CPR) during out-of-hospital cardiac arrest by developing a method to remove motion artifacts from electrocardiogram (ECG) signals caused by chest compressions. The project aims to create a comprehensive database of CPR artifact data and utilize deep learning techniques to improve the accuracy of shock decisions made by automated external defibrillators (AEDs). By ensuring continuous high-quality CPR without interruptions for rhythm analysis, the research seeks to improve survival rates for patients experiencing cardiac arrest.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals aged 21 and older who experience out-of-hospital cardiac arrest.
Not a fit: Patients who are not experiencing cardiac arrest or those under 21 years old may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly increase survival rates for patients experiencing out-of-hospital cardiac arrest by enabling more effective and uninterrupted CPR.
How similar studies have performed: Previous research has shown promise in using advanced algorithms to improve CPR outcomes, but this specific approach to artifact removal in AEDs is relatively novel.
Where this research is happening
STORRS-MANSFIELD, UNITED STATES
- UNIVERSITY OF CONNECTICUT STORRS — STORRS-MANSFIELD, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: CHON, KI H — UNIVERSITY OF CONNECTICUT STORRS
- Study coordinator: CHON, KI H
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.