Creating automated tools to improve brain connectivity mapping
BRAIN CONNECTS: A Scalable Automated Proofreading Framework for Connectomics
This study is working on new ways to automatically fix mistakes in brain maps, which helps scientists better understand how the brain works and how diseases affect it, ultimately benefiting patients by providing clearer insights into their conditions.
Quick facts
| Grant type | U01 cooperative agreement |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Johns Hopkins University NIH-funded |
| Lab location | 1 site (Baltimore, United States) |
| Project ID | NIH-10883962 on NIH RePORTER |
What this research studies
This research focuses on developing automated proofreading methods to enhance the accuracy of brain connectivity maps, known as connectomes. By utilizing advanced imaging techniques and software tools, the project aims to correct errors in neuronal connectivity that arise during the mapping process. This will allow researchers to produce larger and more detailed datasets, which are essential for understanding brain function and the impact of neurological diseases. Patients may benefit from improved insights into the onset and progression of conditions affecting the brain.
Who could benefit from this research
Good fit: Ideal candidates for participation or benefit from this research include individuals with neurological conditions or those interested in brain health.
Not a fit: Patients with conditions unrelated to neurological function may not receive direct benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to better understanding and treatment options for neurological diseases.
How similar studies have performed: Other research has shown success in using automated methods for data correction in similar fields, indicating a promising approach.
Where this research is happening
Baltimore, United States
- Johns Hopkins University — Baltimore, United States (Active)
Researchers
- Principal investigator: Rivlin, Patricia K — Johns Hopkins University
- Study coordinator: Rivlin, Patricia K
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.