Using advanced technology to analyze sleep data for better brain and heart health.
Data-Driven Sleep Biomarkers of Brain Health, Heart Health, and Mortality
This study is looking at how your sleep patterns can help us learn more about your brain and heart health, using smart technology to create a new tool that analyzes sleep data from lots of people to better predict health outcomes.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Beth Israel Deaconess Medical Center NIH-funded |
| Lab location | 1 site (Boston, United States) |
| Project ID | NIH-10928739 on NIH RePORTER |
What this research studies
This research investigates how sleep patterns can provide important insights into brain and cardiovascular health. By utilizing advanced machine learning and artificial intelligence, the project aims to develop a new algorithm called the Complete AI Sleep Report (CAISR) that will analyze sleep data more accurately than traditional methods. The study will compile and analyze sleep data from over 200,000 patients to create robust biomarkers that can predict health outcomes related to brain and heart conditions. This innovative approach seeks to improve the understanding of how sleep impacts overall health.
Who could benefit from this research
Good fit: Ideal candidates for this research include adults over the age of 21 who have undergone sleep studies or have sleep-related health concerns.
Not a fit: Patients with no sleep issues or those under 21 years of age may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate assessments of brain and heart health, potentially improving patient outcomes and treatment strategies.
How similar studies have performed: Other research has shown promise in using advanced data analysis techniques for health assessments, indicating potential success for this novel approach.
Where this research is happening
Boston, United States
- Beth Israel Deaconess Medical Center — Boston, United States (Active)
Researchers
- Principal investigator: Westover, Michael Brandon — Beth Israel Deaconess Medical Center
- Study coordinator: Westover, Michael Brandon
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.