Creating a tool to diagnose Alcohol Use Disorder using electronic health records
Development and validation of a diagnostic algorithm for Alcohol Use Disorder in the Electronic Health Records
This study is working on a new way to help doctors spot Alcohol Use Disorder more easily by using health records from many patients, which could lead to better treatment options for those who need it.
Quick facts
| Grant type | R03 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Vanderbilt University Medical Center NIH-funded |
| Lab location | 1 site (Nashville, United States) |
| Project ID | NIH-10692879 on NIH RePORTER |
What this research studies
This research aims to develop and validate a diagnostic algorithm that can identify individuals with Alcohol Use Disorder (AUD) using data from electronic health records (EHR). By leveraging a large dataset from Vanderbilt University Medical Center, which includes genetic and clinical information from millions of patients, the study seeks to improve the detection of AUD, which is often underdiagnosed. The approach involves analyzing existing health records to create a cost-effective and efficient method for diagnosing AUD, potentially leading to better treatment options. The research will also explore the genetic factors associated with AUD to enhance understanding and treatment.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals who have been diagnosed with or are suspected of having Alcohol Use Disorder.
Not a fit: Patients who do not have any history or symptoms of Alcohol Use Disorder are unlikely to benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate and timely diagnoses of Alcohol Use Disorder, improving treatment outcomes for patients.
How similar studies have performed: Previous research has shown success in using electronic health records for diagnosing other psychiatric conditions, indicating a promising approach for Alcohol Use Disorder as well.
Where this research is happening
Nashville, United States
- Vanderbilt University Medical Center — Nashville, United States (Active)
Researchers
- Principal investigator: Niarchou, Maria — Vanderbilt University Medical Center
- Study coordinator: Niarchou, Maria
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.