Developing advanced CT tools to diagnose severe torso bleeding
Human-centered CT-based CADx Tools for Traumatic Torso Hemorrhage
This study is working on new computer tools that help doctors quickly spot serious bleeding in the body using special CT scans, so they can provide faster and better care for patients who have been injured.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Maryland Baltimore NIH-funded |
| Lab location | 1 site (Baltimore, United States) |
| Project ID | NIH-11096910 on NIH RePORTER |
What this research studies
This research focuses on creating human-centered computer-aided diagnostic tools that utilize whole-body CT angiography to quickly identify and assess traumatic torso hemorrhage. By improving the speed and accuracy of diagnosis, the project aims to facilitate timely interventions such as massive transfusion protocols and surgical procedures, which are critical in preventing preventable deaths from trauma. The methodology involves analyzing CT images to detect signs of bleeding and other complications, ultimately aiming to enhance patient outcomes in emergency settings.
Who could benefit from this research
Good fit: Ideal candidates for this research are trauma patients who present with severe torso injuries, particularly those at risk of massive hemorrhage.
Not a fit: Patients with non-traumatic conditions or those who do not have significant torso injuries may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly reduce mortality rates from traumatic torso hemorrhage by enabling faster and more accurate diagnosis and treatment.
How similar studies have performed: Previous research has shown that computer-aided diagnostic tools can improve diagnostic accuracy in various medical fields, suggesting potential success for this novel approach in trauma care.
Where this research is happening
Baltimore, United States
- University of Maryland Baltimore — Baltimore, United States (Active)
Researchers
- Principal investigator: Dreizin, David — University of Maryland Baltimore
- Study coordinator: Dreizin, David
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.