Using AI to create digital tools for better trauma care
Leveraging Artificial Intelligence Solutions to Develop Digital Biomarkers for Precision Trauma Resuscitation
This study is working on smart technology to help doctors quickly spot internal bleeding in patients, especially those who have been injured, so they can give the right treatment faster and save lives.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of California at Davis NIH-funded |
| Lab location | 1 site (Davis, United States) |
| Project ID | NIH-10765634 on NIH RePORTER |
What this research studies
This research focuses on developing advanced artificial intelligence algorithms to help healthcare providers quickly identify patients suffering from internal bleeding, a leading cause of preventable death in trauma cases. By integrating various data sources, the project aims to create digital biomarkers that can assist clinicians at the bedside in making timely and accurate treatment decisions. The goal is to enhance the detection of hemorrhage and improve the precision of resuscitation strategies tailored to individual patients. This innovative approach seeks to overcome the limitations of current methods that often rely on generalized treatment protocols.
Who could benefit from this research
Good fit: Ideal candidates for this research are trauma patients, particularly those aged 1-45, who are at risk of internal bleeding.
Not a fit: Patients with non-trauma-related conditions or those outside the specified age range may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly improve survival rates and outcomes for trauma patients experiencing hemorrhage.
How similar studies have performed: Other research has shown promise in using AI for medical diagnostics, indicating potential success for this novel approach.
Where this research is happening
Davis, United States
- University of California at Davis — Davis, United States (Active)
Researchers
- Principal investigator: Callcut, Rachael a — University of California at Davis
- Study coordinator: Callcut, Rachael a
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.