Developing tools to analyze data for patients with First Episode Psychosis
LEAP Methods Core
This study is working on a new system that brings together different kinds of information about people who are having their first experience with psychosis, so researchers can better understand how to help them and improve treatment options.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Mclean Hospital NIH-funded |
| Lab location | 1 site (Belmont, United States) |
| Project ID | NIH-10918295 on NIH RePORTER |
What this research studies
This research focuses on creating a comprehensive data platform that integrates various types of information about patients experiencing First Episode Psychosis (FEP). It aims to develop advanced computational tools that allow researchers to access and analyze this integrated data, which includes clinical, demographic, and socioeconomic information, as well as data from electronic health records and clinical trials. By utilizing state-of-the-art machine learning algorithms, the project seeks to improve clinical predictions and enhance the understanding of treatment effectiveness for FEP patients.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals who have recently experienced their first episode of psychosis.
Not a fit: Patients with chronic psychotic disorders or those who do not meet the criteria for First Episode Psychosis may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved treatment strategies and outcomes for patients experiencing First Episode Psychosis.
How similar studies have performed: Other research has shown success in using integrated data approaches and machine learning for mental health, indicating potential for impactful findings in this area.
Where this research is happening
Belmont, United States
- Mclean Hospital — Belmont, United States (Active)
Researchers
- Principal investigator: Hernan, Miguel — Mclean Hospital
- Study coordinator: Hernan, Miguel
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.