Using AI to identify substance misuse in hospitalized patients
Data Driven Strategies for Substance Misuse Identification in Hospitalized Patients
This study is looking at how we can use technology to better spot substance misuse in patients who are in the hospital, so that those who need help can get the right support more easily.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Wisconsin-Madison NIH-funded |
| Lab location | 1 site (Madison, United States) |
| Project ID | NIH-10891625 on NIH RePORTER |
What this research studies
This research aims to improve the identification of substance misuse among hospitalized patients by utilizing artificial intelligence and natural language processing. It focuses on analyzing electronic health records to detect patterns of substance use that are often missed by traditional screening methods. By automating the screening process, the study seeks to enhance the efficiency and accuracy of identifying patients who may be struggling with substance misuse during their hospital stay. This approach could lead to better-targeted interventions and support for those in need.
Who could benefit from this research
Good fit: Ideal candidates for this research are hospitalized patients aged 21 and older who may be at risk for substance misuse.
Not a fit: Patients who are not hospitalized or those who do not have a history of substance misuse may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to earlier identification and treatment of substance misuse in hospitalized patients, improving their overall health outcomes.
How similar studies have performed: Other research has shown promise in using AI and machine learning for health data analysis, indicating that this approach could be effective in identifying substance misuse.
Where this research is happening
Madison, United States
- University of Wisconsin-Madison — Madison, United States (Active)
Researchers
- Principal investigator: Afshar, Majid — University of Wisconsin-Madison
- Study coordinator: Afshar, Majid
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.