Improving blood pressure management during hemorrhage treatment
Learning-Enabled Autonomous Decision-Support for Blood Pressure Management in Hemorrhage Resuscitation via Population-Informed Statistical Inference
This study is testing a smart system that helps doctors manage blood pressure for patients who are bleeding, by predicting how their blood pressure will change and suggesting the best times and amounts for giving fluids to keep it stable, all with the goal of improving recovery.
Quick facts
| Grant type | R21 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Univ of Maryland, College Park NIH-funded |
| Lab location | 1 site (College Park, United States) |
| Project ID | NIH-10911284 on NIH RePORTER |
What this research studies
This research focuses on developing an advanced decision-support system that helps manage blood pressure in patients experiencing hemorrhage. By utilizing a learning-enabled approach, the system will predict future blood pressure levels and recommend the timing and dosage of resuscitation fluids to keep blood pressure within a target range. This technology aims to enhance the effectiveness of hemorrhage resuscitation protocols, ultimately improving patient outcomes. The system will continuously learn from patient responses to optimize its recommendations.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals aged 1-46 who are experiencing severe hemorrhage and require immediate medical intervention.
Not a fit: Patients who are not experiencing hemorrhage or those outside the age range of 1-46 may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly reduce mortality rates associated with hemorrhage by improving blood pressure management during critical care.
How similar studies have performed: Other research has shown promise in using automated decision-support systems for clinical management, indicating potential success for this novel approach.
Where this research is happening
College Park, United States
- Univ of Maryland, College Park — College Park, United States (Active)
Researchers
- Principal investigator: Hahn, Jin-Oh — Univ of Maryland, College Park
- Study coordinator: Hahn, Jin-Oh
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.