Improving brain imaging analysis for Alzheimer's disease using advanced algorithms
Deep Learning Algorithms for FreeSurfer
['FUNDING_R01'] · MASSACHUSETTS GENERAL HOSPITAL · NIH-10843755
This study is working on improving a tool that helps doctors look at brain scans to better understand and track changes in Alzheimer's disease, making it faster and more accurate, so that patients can get better care and support.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | MASSACHUSETTS GENERAL HOSPITAL (nih funded) |
| Locations | 1 site (BOSTON, UNITED STATES) |
| Trial ID | NIH-10843755 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing the FreeSurfer tool, which analyzes MRI scans to assess brain changes associated with Alzheimer's disease and other neurological disorders. By leveraging deep learning techniques, the project aims to increase the speed and accuracy of brain structure segmentation, which is crucial for diagnosing and monitoring Alzheimer's. The team will also provide comprehensive documentation and support to ensure that clinicians and researchers can effectively use these improved tools. Ultimately, the goal is to facilitate better understanding and treatment of Alzheimer's disease through advanced imaging analysis.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with Alzheimer's disease or those experiencing cognitive decline related to aging.
Not a fit: Patients with neurological conditions unrelated to Alzheimer's disease may not receive direct benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate diagnoses and improved monitoring of Alzheimer's disease, potentially enhancing treatment outcomes for patients.
How similar studies have performed: Previous research has shown success in using advanced algorithms for brain imaging analysis, indicating a promising potential for this approach.
Where this research is happening
BOSTON, UNITED STATES
- MASSACHUSETTS GENERAL HOSPITAL — BOSTON, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: FISCHL, BRUCE — MASSACHUSETTS GENERAL HOSPITAL
- Study coordinator: FISCHL, BRUCE
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.
Conditions: Alzheimer disease dementia, Alzheimer syndrome, Alzheimer's Disease