Using AI to monitor fluid buildup in patients with acute heart failure in emergency settings
An AI-Assisted Strategy for Monitoring Pulmonary Congestion in Acute Heart Failure Patients in Emergency Settings
This study is looking at how using a special ultrasound tool can help doctors better check for fluid buildup in the lungs of patients with acute heart failure in emergency rooms, so they can get the right treatment faster and leave the hospital feeling better.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Brigham and Women's Hospital NIH-funded |
| Lab location | 1 site (Boston, United States) |
| Project ID | NIH-11048481 on NIH RePORTER |
What this research studies
This research focuses on improving the monitoring of pulmonary congestion in patients suffering from acute heart failure (AHF) in emergency departments. It utilizes lung ultrasound (LUS) technology, which is a low-cost and easy-to-use tool, to detect fluid buildup more accurately than traditional methods. By implementing an AI-assisted strategy, the study aims to provide real-time assessments of congestion, allowing for timely and effective treatment adjustments. The goal is to reduce the number of patients who leave the hospital still congested, thereby decreasing the risk of serious complications.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals experiencing acute heart failure who are admitted to emergency settings.
Not a fit: Patients with chronic heart failure or those not presenting with acute symptoms may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to better management of acute heart failure, reducing hospital readmissions and improving patient outcomes.
How similar studies have performed: Preliminary studies have shown promising results using lung ultrasound for monitoring congestion, indicating that this approach could be effective.
Where this research is happening
Boston, United States
- Brigham and Women's Hospital — Boston, United States (Active)
Researchers
- Principal investigator: Kapur, Tina — Brigham and Women's Hospital
- Study coordinator: Kapur, Tina
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.