Using advanced technology to better predict heart disease risk
Opportunistic Screening for ASCVD using a Multimodal Deep Learning Risk Prediction Model
This study is working on a new tool to better predict the risk of heart attacks and strokes for people with atherosclerotic cardiovascular disease, using a mix of CT scan images and health information, so that patients can get more personalized advice on how to stay healthy.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Mayo Clinic Arizona NIH-funded |
| Lab location | 1 site (Scottsdale, United States) |
| Project ID | NIH-10999423 on NIH RePORTER |
What this research studies
This research aims to improve the prediction of atherosclerotic cardiovascular disease (ASCVD), which includes serious conditions like heart attacks and strokes. By developing a new model called ADMIRE, the team will combine various types of data, including imaging from CT scans and traditional clinical information, to create a more accurate risk assessment tool. This approach addresses the limitations of current methods, which often fail to account for diverse populations and important biomarkers. Patients may benefit from more personalized prevention strategies based on their unique risk profiles.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals over 21 years old who are at risk for atherosclerotic cardiovascular disease.
Not a fit: Patients who are under 21 years old or those without risk factors for heart disease may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate risk assessments for heart disease, allowing for better prevention and treatment strategies.
How similar studies have performed: Previous research has shown promise in using multimodal approaches for risk prediction, suggesting that this innovative method could be effective.
Where this research is happening
Scottsdale, United States
- Mayo Clinic Arizona — Scottsdale, United States (Active)
Researchers
- Principal investigator: Banerjee, Imon — Mayo Clinic Arizona
- Study coordinator: Banerjee, Imon
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.