Improving cardiovascular risk prediction in clinical settings
Consensus Framework for Cardiovascular Risk Prediction in a Clinical Setting
This study is working on a new way to better understand heart health risks for patients by combining different methods to create a more accurate tool, so doctors can give you the best advice and care possible.
Quick facts
| Grant type | R21 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Brigham and Women's Hospital NIH-funded |
| Lab location | 1 site (Boston, United States) |
| Project ID | NIH-10788410 on NIH RePORTER |
What this research studies
This research aims to enhance the accuracy of cardiovascular risk assessments in clinical environments by developing a new Consensus Framework. Current methods rely on a single risk score, which can overlook important factors and lead to miscalculations in risk for different patient populations. The study will evaluate existing models and integrate them to create a more reliable prediction tool that balances complexity and interpretability, ultimately aiming to improve patient management and counseling. By utilizing advanced algorithms, the research seeks to provide a more comprehensive understanding of cardiovascular risk.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals at risk for cardiovascular diseases who may benefit from more precise risk evaluations.
Not a fit: Patients with established cardiovascular disease or those who do not have risk factors for cardiovascular conditions may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate cardiovascular risk assessments, improving patient outcomes and treatment strategies.
How similar studies have performed: Previous research has shown promise in improving risk prediction models, indicating that this approach could lead to significant advancements in cardiovascular care.
Where this research is happening
Boston, United States
- Brigham and Women's Hospital — Boston, United States (Active)
Researchers
- Principal investigator: Demler, Olga — Brigham and Women's Hospital
- Study coordinator: Demler, Olga
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.