Creating tools to predict mental health issues in young people
Development and clinical validation of multimodal risk algorithms for predicting future internalizing psychopathology
['FUNDING_CAREER'] · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · NIH-10646253
This study is looking for ways to predict anxiety and depression in teens aged 12 to 20 by using brain scans and surveys, so we can find out what factors might help us support them better and get them the help they need early on.
Quick facts
| Phase | ['FUNDING_CAREER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF VERMONT & ST AGRIC COLLEGE (nih funded) |
| Locations | 1 site (BURLINGTON, UNITED STATES) |
| Trial ID | NIH-10646253 on ClinicalTrials.gov |
What this research studies
This research focuses on developing and validating advanced algorithms that can predict the likelihood of internalizing mental health issues, such as anxiety and depression, in adolescents aged 12 to 20. By utilizing innovative neuroimaging techniques and machine learning methods, the study aims to analyze brain connectivity and psychosocial factors that contribute to these conditions. Participants may undergo assessments that include brain imaging and questionnaires to gather comprehensive data on their mental health and social environments. The goal is to identify key predictors that can help in early intervention and treatment strategies.
Who could benefit from this research
Good fit: Ideal candidates for this research are adolescents aged 12 to 20 who may be at risk for developing anxiety or depression.
Not a fit: Patients outside the age range of 12 to 20 or those without any risk factors for internalizing psychopathology may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved early detection and prevention strategies for mental health issues in adolescents.
How similar studies have performed: Other research has shown promise in using machine learning and neuroimaging to predict mental health outcomes, indicating that this approach has potential for success.
Where this research is happening
BURLINGTON, UNITED STATES
- UNIVERSITY OF VERMONT & ST AGRIC COLLEGE — BURLINGTON, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: ALBAUGH, MATTHEW D — UNIVERSITY OF VERMONT & ST AGRIC COLLEGE
- Study coordinator: ALBAUGH, MATTHEW D
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: Anxiety Disorders