Identifying key psychological and biological factors in mental health disorders
Bayesian Variable Selection Methods to Accelerate Identification of Important Psychological Predictors and Neural Substrates of Psychopathology
This study is looking for ways to better understand what causes mental health disorders so that researchers can find and help people with these issues earlier, using new tools that make it easier to spot the signs.
Quick facts
| Grant type | Career grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Miami Coral Gables NIH-funded |
| Lab location | 1 site (Coral Gables, United States) |
| Project ID | NIH-10893312 on NIH RePORTER |
What this research studies
This research aims to uncover important psychological and biological predictors of mental health disorders by utilizing advanced statistical methods known as Bayesian variable selection. The project focuses on developing user-friendly tools that will allow mental health researchers to identify these predictors more effectively. By simulating various conditions, the research will evaluate how these methods can be applied to improve early identification of mental health issues. Ultimately, the goal is to enhance our understanding of the factors contributing to mental illness and facilitate early intervention.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals aged 21 and older who are experiencing or at risk for mental health disorders.
Not a fit: Patients who are under 21 years old or those without any mental health concerns may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to earlier identification and intervention for mental health disorders, potentially reducing their overall burden.
How similar studies have performed: Other research has shown promise in using advanced statistical methods to identify predictors of mental health disorders, suggesting that this approach could yield valuable insights.
Where this research is happening
Coral Gables, United States
- University of Miami Coral Gables — Coral Gables, United States (Active)
Researchers
- Principal investigator: Bainter, Sierra — University of Miami Coral Gables
- Study coordinator: Bainter, Sierra
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.