Using advanced computer techniques to analyze brain images and genetic data for Alzheimer's disease
Deep Learning with Neuroimaging Genetic Data for Alzheimer's Disease
This study is looking at how we can use advanced computer techniques to better understand and diagnose Alzheimer's disease by analyzing brain scans and genetic information, which could help improve early diagnosis and lead to better treatments for patients.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Minnesota NIH-funded |
| Lab location | 1 site (Minneapolis, United States) |
| Project ID | NIH-10887509 on NIH RePORTER |
What this research studies
This research focuses on improving the understanding and diagnosis of Alzheimer's disease (AD) by utilizing deep learning techniques to analyze neuroimaging and genetic data. The project aims to develop new statistical methods that enhance the extraction of important features from brain images, which can lead to better insights into the genetic factors associated with AD. By applying these methods to large datasets, such as the UK Biobank, the research seeks to improve the accuracy of early diagnosis and understanding of AD. Patients may benefit from advancements in diagnostic tools and potential future treatments derived from this research.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals at risk for Alzheimer's disease or those experiencing early symptoms of cognitive decline.
Not a fit: Patients with advanced Alzheimer's disease or those without any cognitive symptoms may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to earlier and more accurate diagnoses of Alzheimer's disease, potentially improving patient outcomes.
How similar studies have performed: Other research has shown promise in using deep learning techniques for analyzing neuroimaging data, indicating that this approach could lead to significant advancements in understanding Alzheimer's disease.
Where this research is happening
Minneapolis, United States
- University of Minnesota — Minneapolis, United States (Active)
Researchers
- Principal investigator: Pan, Wei — University of Minnesota
- Study coordinator: Pan, Wei
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.