Developing advanced tools to analyze brain scans for Alzheimer's disease
Fast and robust deep learning tools for analysis of neuroimaging data of Alzheimer's disease
This study is working on new computer tools to help doctors better and faster understand brain scans of people with Alzheimer's and mild memory issues, making it easier for everyone to learn about changes in the brain as we age.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Pennsylvania NIH-funded |
| Lab location | 1 site (Philadelphia, United States) |
| Project ID | NIH-11041118 on NIH RePORTER |
What this research studies
This research focuses on creating innovative deep learning techniques to analyze neuroimaging data related to Alzheimer's disease. By utilizing advanced algorithms, the project aims to improve the accuracy and speed of diagnosing Alzheimer's and assessing cognitive decline in individuals with mild cognitive impairment. The researchers will develop software that can process brain images and provide prognosis models, which will be made accessible to the public. This approach could significantly enhance the understanding of brain changes associated with aging and Alzheimer's disease.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals with mild cognitive impairment who are at an increased risk of developing Alzheimer's disease.
Not a fit: Patients with advanced Alzheimer's disease or those without cognitive impairment 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, allowing for timely interventions.
How similar studies have performed: Other research has shown promise in using deep learning for neuroimaging analysis, indicating that this approach could be effective.
Where this research is happening
Philadelphia, United States
- University of Pennsylvania — Philadelphia, United States (Active)
Researchers
- Principal investigator: Fan, Yong — University of Pennsylvania
- Study coordinator: Fan, Yong
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.