Improving diagnosis and outcomes for nonalcoholic fatty liver disease (NAFLD)
NAFLD Diagnosis and Outcomes
['FUNDING_R01'] · MAYO CLINIC ROCHESTER · NIH-11035115
This study is working on using smart computer technology to help doctors find nonalcoholic fatty liver disease (NAFLD) earlier by looking at patient records, so that people at risk can get the right care before serious problems develop.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | MAYO CLINIC ROCHESTER (nih funded) |
| Locations | 1 site (ROCHESTER, UNITED STATES) |
| Trial ID | NIH-11035115 on ClinicalTrials.gov |
What this research studies
This research aims to enhance the early identification of nonalcoholic fatty liver disease (NAFLD) using advanced machine learning and artificial intelligence techniques applied to large electronic health record datasets. By analyzing various patient data, including diagnoses, lab results, and demographics, the project seeks to develop accessible screening methods that can predict disease progression and guide treatment decisions. The goal is to ensure that patients at risk of severe liver complications are identified early and receive appropriate care.
Who could benefit from this research
Good fit: Ideal candidates for this research include adults over 21 years old who may be at risk for nonalcoholic fatty liver disease.
Not a fit: Patients with pre-existing severe liver disease or those who do not have access to electronic health records may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to earlier diagnosis and better management of NAFLD, potentially reducing the risk of severe liver disease and improving patient outcomes.
How similar studies have performed: Previous research has shown promise in using machine learning and AI for disease identification in other conditions, suggesting potential success for this novel approach in NAFLD.
Where this research is happening
ROCHESTER, UNITED STATES
- MAYO CLINIC ROCHESTER — ROCHESTER, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: ALLEN, ALINA M — MAYO CLINIC ROCHESTER
- Study coordinator: ALLEN, ALINA M
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.