Improving Tau PET Imaging for Alzheimer's Disease using Deep Learning
Optimization of Tau PET Imaging for Alzheimer's Disease through Deep Learning-Based Image Reconstruction
This study is working on making brain scans for Alzheimer's disease clearer and more accurate, so doctors can spot early signs of the disease and track how well treatments are working.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Florida NIH-funded |
| Lab location | 1 site (Gainesville, United States) |
| Project ID | NIH-11085988 on NIH RePORTER |
What this research studies
This research focuses on enhancing the accuracy of Tau PET imaging, which is crucial for diagnosing Alzheimer's Disease (AD) at its earliest stages. By utilizing advanced deep learning techniques, the study aims to improve image reconstruction, allowing for better detection of tau neurofibrillary tangles that accumulate in the brain before symptoms appear. This could lead to earlier diagnosis and more effective monitoring of treatment in patients with AD. The research will involve analyzing PET scans to refine the imaging process and improve the clarity of tau patterns.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals aged 65 and older who may be at risk for Alzheimer's Disease or are in the early stages of the condition.
Not a fit: Patients under the age of 65 or those without any signs of cognitive impairment may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could enable earlier and more accurate diagnosis of Alzheimer's Disease, leading to timely interventions and improved patient outcomes.
How similar studies have performed: Previous research has shown promise in using advanced imaging techniques for early diagnosis of Alzheimer's, indicating that this approach could build on existing successes.
Where this research is happening
Gainesville, United States
- University of Florida — Gainesville, United States (Active)
Researchers
- Principal investigator: Gong, Kuang — University of Florida
- Study coordinator: Gong, Kuang
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.