Linking brain activity to behavior using advanced statistical methods
Official title: An integrative Bayesian approach for linking brain to behavioral phenotype
Funded at Yale University · NIH-10894145 · Data updated 2026-11-12
This study is looking at how different parts of the brain work together and how that relates to behaviors and symptoms, with the goal of helping doctors better understand and treat conditions by creating personalized models for each patient.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Yale University NIH-funded |
| Lab location | 1 site (New Haven, United States) |
| Project start | August 1, 2023 |
| Project end | July 31, 2027 |
| Funding year | 2024 |
| Award (this year) | $594,643 |
| NIH project number | 5R01EB034720-02 |
| Project ID | NIH-10894145 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for this research include adults aged 21 and older who are experiencing behavioral or cognitive symptoms related to brain function.
✕Less likely to help
Patients with stable, non-progressive conditions or those outside the age range may not benefit from this research.
What this research studies
This research investigates how brain circuits relate to specific behaviors and symptoms by using advanced Bayesian modeling techniques. It aims to create predictive models that can identify unique brain-behavior connections for individuals, which may help in understanding brain function and disorders. The study involves constructing a connectivity matrix of brain regions, linking these connections to behavioral outcomes, and validating the models to ensure their accuracy and applicability. By categorizing patients based on their functional phenotypes, the research seeks to improve treatment decisions and predict patient outcomes.
Why it matters
Potential benefit: If successful, this research could lead to more personalized treatment strategies for individuals with brain disorders.
How similar studies have gone: Other research has shown promise in using connectome-based approaches to understand brain-behavior relationships, indicating that this methodology has potential for success.
Where this research is happening
-
Yale University
New Haven, United States Active
Researchers
- Principal investigator: Constable, R Todd — Yale University
- Study coordinator: Constable, R Todd
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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.