Using advanced data management to improve heart failure diagnosis and treatment
Data Management Core
This study is looking to better understand heart failure with preserved ejection fraction (HFpEF) by using technology to find different types of the condition, which could help doctors create more personalized treatments and improve care for patients like you.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Northwestern University at Chicago NIH-funded |
| Lab location | 1 site (Chicago, United States) |
| Project ID | NIH-10880564 on NIH RePORTER |
What this research studies
This research focuses on enhancing the understanding of heart failure with preserved ejection fraction (HFpEF) by utilizing machine learning and artificial intelligence to identify different subtypes of the condition. The team will gather and analyze diverse data sources, including self-reported information, mobile health monitoring, and electronic health records, to create a comprehensive data resource. By harmonizing and pooling this data, the project aims to facilitate multi-dimensional analyses that could lead to better patient outcomes and tailored treatments for heart failure. Patients may benefit from improved diagnostic tools and personalized care strategies derived from this research.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with heart failure, particularly those with preserved ejection fraction.
Not a fit: Patients with heart failure who do not have preserved ejection fraction may not benefit from this specific research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate diagnoses and personalized treatment options for patients with heart failure.
How similar studies have performed: Previous research utilizing machine learning and multi-omics approaches has shown promise in improving patient outcomes in various cardiovascular conditions.
Where this research is happening
Chicago, United States
- Northwestern University at Chicago — Chicago, United States (Active)
Researchers
- Principal investigator: Shah, Sanjiv J — Northwestern University at Chicago
- Study coordinator: Shah, Sanjiv J
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.