Improving the accuracy of brain circuit reconstructions using automated technology and human proofreading
Accelerating connectomic proofreading for larger brains and multiple individuals
This study is working on improving how scientists map the connections in the brain by using a mix of smart technology and human help, which could lead to better understanding of brain health and conditions that affect it.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Princeton University NIH-funded |
| Lab location | 1 site (Princeton, UNITED STATES) |
| Project ID | NIH-10413515 on NIH RePORTER |
What this research studies
This research focuses on enhancing the accuracy of neural circuit reconstructions from large electron microscopic data by combining advanced automation with human proofreading. The project utilizes the ChunkedGraph system, which is already being employed by numerous neuroscientists for proofreading neural circuits. By facilitating collaboration among researchers and addressing current inefficiencies, the study aims to scale the technology for larger datasets, including entire mouse brains. Patients may benefit indirectly through advancements in understanding brain connectivity and related neurological conditions.
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 advancements in brain research.
Not a fit: Patients with conditions unrelated to brain connectivity or those not engaged in research may not receive direct benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate reconstructions of brain circuits, enhancing our understanding of neurological diseases and potentially informing new treatments.
How similar studies have performed: Other research in the field of connectomics has shown promise in using similar automated approaches, indicating a potential for success in this novel application.
Where this research is happening
Princeton, UNITED STATES
- Princeton University — Princeton, United States (Active)
Researchers
- Principal investigator: Murthy, Mala — Princeton University
- Study coordinator: Murthy, Mala
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.