Using AI to improve CPR effectiveness and survival rates during cardiac arrest
Evaluation of artificial intelligence-controlled CPR to improve vital organ perfusion and survival during prolonged resuscitation
This study is looking at how smart technology can make CPR better for people who have a heart attack outside of the hospital, helping to improve their chances of survival and recovery.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Minnesota NIH-funded |
| Lab location | 1 site (Minneapolis, United States) |
| Project ID | NIH-10814781 on NIH RePORTER |
What this research studies
This research investigates how artificial intelligence can enhance cardiopulmonary resuscitation (CPR) techniques to better support patients experiencing out-of-hospital cardiac arrest. By employing machine learning algorithms, the project aims to personalize CPR methods based on real-time data about the patient's condition, optimizing blood flow and oxygen delivery to vital organs. The approach involves using a mechanical CPR device that adapts its compression techniques dynamically, potentially leading to improved survival rates and neurological outcomes for patients. The study will analyze the effectiveness of these AI-driven methods in a controlled setting.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals who experience out-of-hospital cardiac arrest and require prolonged CPR.
Not a fit: Patients who do not experience cardiac arrest or those who are not eligible for CPR interventions may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly increase survival rates and improve neurological outcomes for patients who suffer from cardiac arrest.
How similar studies have performed: Other research has shown promise in using AI and machine learning to enhance medical interventions, suggesting that this approach could lead to significant advancements in CPR techniques.
Where this research is happening
Minneapolis, United States
- University of Minnesota — Minneapolis, United States (Active)
Researchers
- Principal investigator: Yannopoulos, Demetris — University of Minnesota
- Study coordinator: Yannopoulos, Demetris
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.