Understanding brain activity to improve mental health treatments
Novel multimodal neural, physiological, and behavioral sensing and machine learning for mental states
['FUNDING_OTHER'] · UNIVERSITY OF SOUTHERN CALIFORNIA · NIH-11017073
This study is looking at how brain activity connects to our feelings and thoughts, with the goal of creating better, personalized treatments for mental health issues, and it involves patients sharing their experiences and data through wearables during social situations.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF SOUTHERN CALIFORNIA (nih funded) |
| Locations | 1 site (Los Angeles, UNITED STATES) |
| Trial ID | NIH-11017073 on ClinicalTrials.gov |
What this research studies
This research investigates how brain activity relates to mental states, aiming to uncover the neural mechanisms behind emotional functioning. It employs advanced techniques like intracranial EEG to monitor brain activity over multiple days while also integrating physiological and behavioral data. By addressing the challenges of simultaneous monitoring and using machine learning, the study seeks to develop personalized therapies for various mental disorders. Patients may be involved in providing data through wearables and self-reports during social interactions.
Who could benefit from this research
Good fit: Ideal candidates include individuals with mental health conditions such as anxiety, autism spectrum disorders, or other emotional regulation issues.
Not a fit: Patients with severe cognitive impairments or those unable to participate in behavioral assessments may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective and personalized treatments for mental health disorders.
How similar studies have performed: While the integration of multiple monitoring modalities is challenging, similar approaches in neuroscience have shown promise in enhancing our understanding of mental health.
Where this research is happening
Los Angeles, UNITED STATES
- UNIVERSITY OF SOUTHERN CALIFORNIA — Los Angeles, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: SHANECHI, MARYAM — UNIVERSITY OF SOUTHERN CALIFORNIA
- Study coordinator: SHANECHI, MARYAM
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: autism spectral disorder