Improving how we assess glaucoma progression using health record data
Improving Individualized Assessments of Glaucoma Progression with Population-Based Electronic Health Record Data
This study is looking to improve how we track glaucoma progression by using new data analysis methods, which could help identify patients at risk of vision loss earlier and lead to better, personalized treatment plans.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Miami School of Medicine NIH-funded |
| Lab location | 1 site (Coral Gables, United States) |
| Project ID | NIH-11079484 on NIH RePORTER |
What this research studies
This research aims to enhance the assessment of glaucoma progression by comparing existing monitoring methods with advanced Bayesian prediction models that utilize data from electronic health records. By focusing on early detection of patients at high risk for vision loss, the study seeks to apply innovative statistical and data science techniques. Patients may benefit from improved monitoring and personalized treatment plans based on more accurate assessments of their condition.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with glaucoma, particularly those at risk for rapid progression of the disease.
Not a fit: Patients who do not have glaucoma or those with stable, non-progressive glaucoma may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to better detection and management of glaucoma, potentially preserving vision for many patients.
How similar studies have performed: Previous research has shown promise in using advanced statistical models and electronic health record data to improve disease monitoring, indicating that this approach could be effective.
Where this research is happening
Coral Gables, United States
- University of Miami School of Medicine — Coral Gables, United States (Active)
Researchers
- Principal investigator: Swaminathan, Swarup Sai — University of Miami School of Medicine
- Study coordinator: Swaminathan, Swarup Sai
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.