Improving prediction of major cardiovascular events using advanced data techniques
SCH: Transfer Regression to Enable Cross-Domain Cardiovascular Event Prediction
['FUNDING_R01'] · CASE WESTERN RESERVE UNIVERSITY · NIH-11062600
This study is working on a new tool that uses smart technology to help doctors predict serious heart problems like strokes and heart attacks, making it easier and safer for patients to get checked and improve their heart health.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | CASE WESTERN RESERVE UNIVERSITY (nih funded) |
| Locations | 1 site (CLEVELAND, UNITED STATES) |
| Trial ID | NIH-11062600 on ClinicalTrials.gov |
What this research studies
This research aims to develop a new model for predicting major cardiovascular events such as strokes and heart attacks using innovative machine learning techniques. By utilizing low-cost and safe screening methods, the project seeks to create a standardized and user-friendly prediction tool that can be applied in clinical settings. The model will be validated with large datasets to ensure its effectiveness and reliability, ultimately aiming to enhance patient outcomes in cardiovascular health.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals at risk for cardiovascular diseases, such as those with high blood pressure or a family history of heart conditions.
Not a fit: Patients who are not at risk for cardiovascular events or those with existing severe cardiovascular conditions may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate predictions of cardiovascular events, allowing for timely and targeted preventive therapies.
How similar studies have performed: Other research has shown promise in using machine learning for health predictions, indicating that this approach could be effective.
Where this research is happening
CLEVELAND, UNITED STATES
- CASE WESTERN RESERVE UNIVERSITY — CLEVELAND, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: LI, SHUO — CASE WESTERN RESERVE UNIVERSITY
- Study coordinator: LI, SHUO
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.
Conditions: Atherosclerotic Cardiovascular Disease