Using molecular networks and deep learning to improve HIV interventions for people who inject drugs.
Molecular Networks and Deep Learning for Targeted HIV Interventions among PWID
This study is looking for new ways to help people who inject drugs reduce their risk of getting HIV by understanding their social connections and how they interact with each other.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Johns Hopkins University NIH-funded |
| Lab location | 1 site (Baltimore, United States) |
| Project ID | NIH-10469166 on NIH RePORTER |
What this research studies
This research focuses on developing targeted interventions for people who inject drugs (PWID) to combat the rising HIV epidemic. By utilizing network science and deep learning techniques, the project aims to analyze social and spatial connections among PWID, which can significantly influence HIV transmission. The study will explore innovative methods to collect and analyze data on these networks, ultimately aiming to create more effective prevention strategies tailored to this high-risk population.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals who inject drugs and are at risk of HIV infection.
Not a fit: Patients who do not inject drugs or are not at risk for HIV may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective HIV prevention strategies specifically designed for people who inject drugs.
How similar studies have performed: Previous studies utilizing network science for HIV prevention have shown promise, indicating that this approach could be effective.
Where this research is happening
Baltimore, United States
- Johns Hopkins University — Baltimore, United States (Active)
Researchers
- Principal investigator: Clipman, Steven J. — Johns Hopkins University
- Study coordinator: Clipman, Steven J.
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.