Identifying times when seizures are more likely to occur
Molecular determinants of high seizure risk times
['FUNDING_R21'] · UNIVERSITY OF WISCONSIN-MADISON · NIH-10989045
This study is looking at how and when seizures happen in people with epilepsy by tracking their brain activity, so we can better predict when they might have a seizure and improve their treatment.
Quick facts
| Phase | ['FUNDING_R21'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF WISCONSIN-MADISON (nih funded) |
| Locations | 1 site (MADISON, UNITED STATES) |
| Trial ID | NIH-10989045 on ClinicalTrials.gov |
What this research studies
This research investigates the patterns of seizure occurrence in epilepsy patients by analyzing their brain activity over time. Using advanced machine learning techniques, the study aims to identify specific periods when patients are at higher risk for seizures, known as high seizure risk (HiSR) times. By continuously monitoring brain activity through EEG, the researchers hope to predict these critical moments, which could lead to better management and treatment strategies for epilepsy. The findings could also enhance our understanding of the underlying biological mechanisms of seizures.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with epilepsy, particularly those who experience drug-resistant seizures.
Not a fit: Patients with epilepsy who have well-controlled seizures or those without a diagnosis of epilepsy may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved seizure prediction and management for patients with epilepsy, potentially reducing the frequency and severity of seizures.
How similar studies have performed: Other research has shown promise in using machine learning for seizure prediction, indicating that this approach could be a significant advancement in epilepsy management.
Where this research is happening
MADISON, UNITED STATES
- UNIVERSITY OF WISCONSIN-MADISON — MADISON, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: ROOPRA, AVTAR S — UNIVERSITY OF WISCONSIN-MADISON
- Study coordinator: ROOPRA, AVTAR S
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: Alzheimer disease dementia, Alzheimer syndrome, Alzheimer's Disease