Understanding the complex connections in the human retina using advanced technology
Accelerating discovery of the human foveal microconnectome with deep learning
This study is looking at the tiny connections in the part of your eye that helps you see clearly, to help us understand eye diseases better and improve how we diagnose them, which could be really helpful for people with vision problems.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Washington NIH-funded |
| Lab location | 1 site (Seattle, United States) |
| Project ID | NIH-10411154 on NIH RePORTER |
What this research studies
This research focuses on mapping the intricate neural connections in the human retina, particularly in the fovea, which is crucial for sharp vision. By utilizing advanced imaging techniques and deep learning algorithms, the project aims to create a detailed microconnectome of the fovea, which could enhance our understanding of various brain diseases and disorders. The study involves collaboration with industry leaders to refine software tools that will aid in the analysis of retinal tissue from organ donors. Patients may benefit from improved diagnostic methods for eye diseases and better understanding of conditions affecting vision.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals with retinal diseases, such as diabetic retinopathy, or those at risk for central nervous system disorders.
Not a fit: Patients with no retinal issues or those not affected by central nervous system disorders may not receive any benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved diagnostic techniques for eye diseases and better treatment options for conditions that affect vision.
How similar studies have performed: Previous research has shown promise in using advanced imaging and deep learning techniques to analyze neural structures, indicating that this approach could yield significant insights.
Where this research is happening
Seattle, United States
- University of Washington — Seattle, United States (Active)
Researchers
- Principal investigator: Dacey, Dennis Michael — University of Washington
- Study coordinator: Dacey, Dennis Michael
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.