Improving vision restoration methods using machine learning and retinal recordings
Assessment of murine retinal acuity ex vivo by machine learning of multielectrode array recordings
['FUNDING_OTHER'] · UPSTATE MEDICAL UNIVERSITY · NIH-11076298
This study is exploring new ways to help restore vision by looking at how retinal cells in mice work, using smart computer techniques to gather important information that could lead to better treatments for people with vision loss.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UPSTATE MEDICAL UNIVERSITY (nih funded) |
| Locations | 1 site (SYRACUSE, UNITED STATES) |
| Trial ID | NIH-11076298 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing techniques for restoring vision by assessing the function of retinal cells in mice using advanced machine learning methods. The project involves collecting data from multielectrode arrays that record electrical activity in the retina, which will help researchers understand how different restoration techniques work. By developing better assessment tools, the research aims to accelerate the creation of effective interventions for vision loss. The team, led by Dr. Darwin Babino, is dedicated to training and collaboration to ensure comprehensive development in this field.
Who could benefit from this research
Good fit: Ideal candidates for benefiting from this research would be individuals suffering from retinal degeneration or other vision impairments.
Not a fit: Patients with conditions unrelated to retinal function or those who do not have vision impairments may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective treatments for vision restoration in patients with retinal diseases.
How similar studies have performed: Previous research has shown promise in using machine learning for analyzing retinal function, indicating potential success for this approach.
Where this research is happening
SYRACUSE, UNITED STATES
- UPSTATE MEDICAL UNIVERSITY — SYRACUSE, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: BABINO, DARWIN — UPSTATE MEDICAL UNIVERSITY
- Study coordinator: BABINO, DARWIN
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.