Improving imaging techniques for brain blood vessel identification
Vessel Identification and Tracing in DSA Image Series for Cerebrovascular Surgical Planning
['FUNDING_R03'] · BRIGHAM AND WOMEN'S HOSPITAL · NIH-10726103
This study is working on improving brain imaging techniques to help doctors see blood vessels more clearly, especially in tricky cases like arteriovenous malformations (AVMs), using smart computer technology to make surgeries safer and more effective.
Quick facts
| Phase | ['FUNDING_R03'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | BRIGHAM AND WOMEN'S HOSPITAL (nih funded) |
| Locations | 1 site (BOSTON, UNITED STATES) |
| Trial ID | NIH-10726103 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing Digital Subtraction Angiography (DSA) imaging to better visualize and identify blood vessels in the brain, particularly in complex cases like arteriovenous malformations (AVMs). By utilizing machine learning algorithms, the project aims to develop tools that can accurately distinguish between arteries and veins in DSA images, making it easier for clinicians to plan and execute neurovascular surgeries. The approach includes creating a classification system for different types of arteries and assessing the impact of these advancements on surgical planning through retrospective studies.
Who could benefit from this research
Good fit: Ideal candidates for this research are patients diagnosed with arteriovenous malformations or other neurovascular pathologies requiring surgical intervention.
Not a fit: Patients with non-cerebrovascular conditions or those not requiring surgical treatment may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more precise surgical planning and improved outcomes for patients with complex cerebrovascular conditions.
How similar studies have performed: Similar research approaches using machine learning in medical imaging have shown promise in enhancing diagnostic accuracy and surgical planning.
Where this research is happening
BOSTON, UNITED STATES
- BRIGHAM AND WOMEN'S HOSPITAL — BOSTON, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: HAOUCHINE, NAZIM — BRIGHAM AND WOMEN'S HOSPITAL
- Study coordinator: HAOUCHINE, NAZIM
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.