Evaluating cardiovascular risk using CT calcium score exams
Cardiovascular risk from comprehensive evaluation of the CT calcium score exam
This study is looking at how computer technology can help doctors better understand heart health by analyzing CT scans, especially for people at higher risk of heart problems, like those in the African American community, so they can get more personalized care and treatment.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Case Western Reserve University NIH-funded |
| Lab location | 1 site (Cleveland, United States) |
| Project ID | NIH-11045666 on NIH RePORTER |
What this research studies
This research investigates how machine learning can analyze CT calcium score images to predict the risk of major cardiovascular events. By examining coronary artery calcifications and thoracic fat deposits, the study aims to improve the understanding of cardiometabolic diseases. Patients will benefit from more accurate risk assessments, which can guide personalized preventive therapies and enhance clinical decision-making. The research focuses on identifying high-risk individuals, particularly within the African American population, to improve adherence to treatment plans.
Who could benefit from this research
Good fit: Ideal candidates include individuals with a CT calcium score exam, particularly those from the African American population or those at risk for cardiovascular diseases.
Not a fit: Patients without a CT calcium score exam or those with no cardiovascular risk factors may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more precise cardiovascular risk assessments and tailored preventive therapies for patients.
How similar studies have performed: Previous research has shown promise in using machine learning for cardiovascular risk prediction, making this approach both innovative and building on existing knowledge.
Where this research is happening
Cleveland, United States
- Case Western Reserve University — Cleveland, United States (Active)
Researchers
- Principal investigator: Wilson, David Lynn — Case Western Reserve University
- Study coordinator: Wilson, David Lynn
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.