Using AI to detect hip bone fragility from X-ray images
Automatic, Opportunistic Surveillance of Hip Bone Fragility in X-ray Images
This study is testing a new software called XFx that helps doctors quickly check if someone is at risk for hip fractures by looking at their X-ray images, making it easier and safer for patients to get early warnings about their bone health.
Quick facts
| Grant type | Sbir 2 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Biosensics, LLC NIH-funded |
| Lab location | 1 site (Newton, UNITED STATES) |
| Project ID | NIH-10884793 on NIH RePORTER |
What this research studies
This research aims to develop a cloud-based software called XFx that automatically screens for hip fracture risk by analyzing plain X-ray images. The software will utilize advanced artificial intelligence techniques to assess bone geometry, microstructure, and density, providing insights into fragility fractures. Patients will benefit from a non-invasive, low-radiation method for early detection of hip fracture risk, which is crucial for timely intervention. The system will include a user-friendly desktop application for healthcare providers to upload X-ray images and receive analysis results.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals over the age of 50, particularly those at risk for osteoporosis and fragility fractures.
Not a fit: Patients under the age of 50 or those without risk factors for osteoporosis may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to earlier detection and prevention of hip fractures, significantly improving patient outcomes and reducing mortality rates.
How similar studies have performed: Other research has shown success in using AI for medical imaging analysis, indicating a promising potential for this novel approach.
Where this research is happening
Newton, UNITED STATES
- Biosensics, LLC — Newton, United States (Active)
Researchers
- Principal investigator: Vaziri, Ashkan — Biosensics, LLC
- Study coordinator: Vaziri, Ashkan
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.