Using artificial intelligence to predict glaucoma progression and surgery needs
Multimodal Artificial Intelligence to Predict Glaucomatous Progression and Surgical Intervention
['FUNDING_R01'] · UNIVERSITY OF CALIFORNIA, SAN DIEGO · NIH-11067213
This study is using smart technology to help doctors predict which glaucoma patients might need surgery and who may have worsening vision, so they can make better treatment decisions based on real patient information.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF CALIFORNIA, SAN DIEGO (nih funded) |
| Locations | 1 site (LA JOLLA, UNITED STATES) |
| Trial ID | NIH-11067213 on ClinicalTrials.gov |
What this research studies
This research aims to utilize advanced artificial intelligence and deep learning techniques to forecast which patients with glaucoma may require surgical intervention and who is likely to experience worsening vision over time. By analyzing a combination of electronic health records, imaging data, and other clinical information from established glaucoma patient cohorts, the study seeks to develop predictive models that can assist in clinical decision-making. The approach involves leveraging existing data from significant glaucoma studies to enhance the accuracy of predictions regarding disease progression and treatment needs.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with glaucoma, particularly those of African descent, who are being monitored for disease progression.
Not a fit: Patients who do not have glaucoma or those whose condition is already advanced and not amenable to surgical intervention may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more personalized treatment plans for glaucoma patients, potentially preserving vision and improving quality of life.
How similar studies have performed: Previous research has shown promise in using AI for predicting outcomes in glaucoma, indicating that this approach has the potential for success.
Where this research is happening
LA JOLLA, UNITED STATES
- UNIVERSITY OF CALIFORNIA, SAN DIEGO — LA JOLLA, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: ZANGWILL, LINDA M — UNIVERSITY OF CALIFORNIA, SAN DIEGO
- Study coordinator: ZANGWILL, LINDA 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.