Assessing breast cancer risk using imaging techniques
Image-based risk assessment to identify women at high-risk for breast cancer
This study is looking for a better way to help women understand their risk of developing breast cancer by examining mammogram images to see the density and makeup of their breast tissue, so healthcare providers can offer more personalized care and support.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Waved Medical LLC NIH-funded |
| Lab location | 1 site (Orono, United States) |
| Project ID | NIH-10759110 on NIH RePORTER |
What this research studies
This research aims to develop a new method for assessing breast cancer risk in women by analyzing mammography images. Unlike traditional approaches that rely on identifying existing cancer, this project focuses on measuring the density and composition of breast tissue to identify women who may be at higher risk for developing breast cancer. The study utilizes advanced imaging techniques and aims to create a product that can help healthcare providers better identify women who could benefit from increased surveillance or preventive measures. By improving risk assessment, the research seeks to enhance early detection and treatment options for breast cancer.
Who could benefit from this research
Good fit: Ideal candidates for this research are women undergoing routine mammography, particularly those with dense breast tissue or a family history of breast cancer.
Not a fit: Patients who have already been diagnosed with breast cancer or those without breast tissue abnormalities may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate identification of women at high risk for breast cancer, allowing for earlier intervention and potentially saving lives.
How similar studies have performed: While there have been successful applications of machine learning in breast cancer detection, this approach focusing on tissue density is novel and has not been widely tested.
Where this research is happening
Orono, United States
- Waved Medical LLC — Orono, United States (Active)
Researchers
- Principal investigator: Khalil, Andre — Waved Medical LLC
- Study coordinator: Khalil, Andre
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.