Using AI to detect substance use in young patients' health records
Automated Substance Use Detection from Electronic Health Records in the Pediatric Setting
['FUNDING_R03'] · CINCINNATI CHILDRENS HOSP MED CTR · NIH-10584545
This study is looking at how we can use smart computer programs to better find and understand information about substance use in teenagers from their health records, so doctors can help them more easily and effectively.
Quick facts
| Phase | ['FUNDING_R03'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | CINCINNATI CHILDRENS HOSP MED CTR (nih funded) |
| Locations | 1 site (CINCINNATI, UNITED STATES) |
| Trial ID | NIH-10584545 on ClinicalTrials.gov |
What this research studies
This research focuses on improving the detection of substance use among adolescents by utilizing automated artificial intelligence algorithms to analyze electronic health records (EHRs). The goal is to identify instances of substance use screening and results that are often buried in unstructured clinical notes, making it difficult for healthcare providers to monitor changes over time. By enhancing the accessibility of this information, the study aims to support timely interventions and reduce biases in substance use screening. This approach seeks to maintain current documentation practices while improving the overall quality of care for young patients.
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 substance use or are already experiencing substance use issues.
Not a fit: Patients outside the age range of 12 to 20, or those without access to electronic health records, may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate and timely identification of substance use in adolescents, enabling better prevention and intervention strategies.
How similar studies have performed: Previous research has shown promise in using AI for health data analysis, indicating that this approach could be effective in improving substance use detection.
Where this research is happening
CINCINNATI, UNITED STATES
- CINCINNATI CHILDRENS HOSP MED CTR — CINCINNATI, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: BEAL, SARAH — CINCINNATI CHILDRENS HOSP MED CTR
- Study coordinator: BEAL, SARAH
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.