Identifying brain changes related to Alzheimer's disease in diverse populations
Multiethnic machine learning brain signatures of ADRD
This study is looking at how new computer technology can help spot early signs of Alzheimer's and related memory issues by analyzing brain scans from a diverse group of people, so we can better understand and help everyone affected by these conditions.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Texas Hlth Science Center NIH-funded |
| Lab location | 1 site (San Antonio, United States) |
| Project ID | NIH-10873779 on NIH RePORTER |
What this research studies
This research investigates how advanced machine learning techniques can identify brain imaging patterns associated with Alzheimer's disease and related dementias (ADRD) in a diverse group of individuals. By focusing on non-invasive biomarkers, the study aims to detect early signs of cognitive decline and dementia before they become clinically apparent. The research utilizes a unique neuroimaging consortium that includes participants from various ethnic backgrounds, ensuring that the findings are applicable to a broader population. This approach addresses the limitations of previous studies that primarily involved non-Hispanic white participants.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals aged 21 and older from diverse ethnic backgrounds who may be at risk for cognitive decline.
Not a fit: Patients who are not at risk for cognitive decline or who do not belong to the targeted diverse ethnic groups may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to earlier and more accurate detection of Alzheimer's disease and related dementias across different ethnic groups.
How similar studies have performed: Previous research has shown promise in using machine learning for identifying brain changes, but this study aims to expand on that by including a more ethnically diverse population.
Where this research is happening
San Antonio, United States
- University of Texas Hlth Science Center — San Antonio, United States (Active)
Researchers
- Principal investigator: Habes, Mohamad — University of Texas Hlth Science Center
- Study coordinator: Habes, Mohamad
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.