Improving predictions for outcomes in patients with acute brain injuries
Prospective Validation of Neurophysiologic Outcome Prediction in Acute Brain Injury
This study is looking to improve how doctors predict recovery for patients with serious brain injuries by using advanced technology to analyze brain wave patterns, helping to identify those at risk for seizures and long-term epilepsy, so they can provide better care.
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-11002008 on NIH RePORTER |
What this research studies
This research focuses on enhancing the prediction of neurological outcomes for patients who have suffered acute brain injuries. By utilizing advanced machine learning algorithms, the study aims to analyze EEG data to identify patterns that could indicate the risk of seizures and long-term epilepsy. The research will involve collecting clinical and EEG data from 3,000 patients across multiple centers, allowing for a comprehensive validation of these predictive models. The ultimate goal is to translate these findings into practical tools that can be used in clinical settings to improve patient care.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals who have recently experienced an acute brain injury, such as traumatic brain injury or stroke.
Not a fit: Patients with chronic neurological conditions unrelated to acute brain injuries may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to better management and treatment strategies for patients with acute brain injuries, potentially reducing the incidence of long-term disabilities.
How similar studies have performed: Previous research has shown promise in using machine learning approaches to analyze EEG data, indicating that this methodology could be effective in predicting outcomes in acute brain injury cases.
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.