Improving mental health understanding in young adults using advanced models
Official title: JASPer-MH: Jointly Assessed Scalable Phenotypes for Mental Health
Funded at Massachusetts General Hospital · NIH-11092268 · Data updated 2026-11-12
This study is looking to improve how we understand and spot mental health issues in teens and young adults early on, using advanced technology to help identify those at risk so they can get the support they need.
Quick facts
| Grant type | U01 cooperative agreement |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Massachusetts General Hospital NIH-funded |
| Lab location | 1 site (Boston, United States) |
| Project start | May 20, 2024 |
| Project end | February 28, 2029 |
| Funding year | 2025 |
| Award (this year) | $1,792,896 |
| NIH project number | 5U01MH136059-02 |
| Project ID | NIH-11092268 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for participation are adolescents and young adults aged 12 to 20 who may be experiencing mental health challenges.
✕Less likely to help
Patients outside the age range of 12 to 20 or those with established severe mental health conditions may not benefit from this research.
What this research studies
This research focuses on enhancing the understanding of mental health trajectories in adolescents and young adults by utilizing advanced electronic health record (EHR) data and artificial intelligence models. The goal is to develop more accurate risk stratification models that can identify mental health issues early, allowing for timely interventions. By integrating cognitive tasks and dimensional traits into the analysis, the research aims to capture a more comprehensive picture of mental health beyond traditional diagnostic codes. This approach seeks to address the public health crisis of mental illness in youth during critical developmental stages.
Why it matters
Potential benefit: If successful, this research could lead to earlier identification and more effective interventions for mental health issues in young adults.
How similar studies have gone: Previous research has shown promise in using electronic health records and cognitive assessments for improving mental health predictions, indicating a potential for success in this novel approach.
Where this research is happening
-
Massachusetts General Hospital
Boston, United States Active
Researchers
- Principal investigator: Perlis, Roy H. — Massachusetts General Hospital
- Study coordinator: Perlis, Roy H.
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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.