Using AI to predict the progression of high-risk localized prostate cancer
Predicting Metastatic Progression of High Risk Localized Prostate Cancer
This study is looking to help veterans with high-risk localized prostate cancer by using advanced technology to better predict how likely they are to stay cancer-free, so doctors can tailor treatments to each patient's needs.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | VA Greater Los Angeles Healthcare System NIH-funded |
| Lab location | 1 site (Los Angeles, United States) |
| Project ID | NIH-10907633 on NIH RePORTER |
What this research studies
This research focuses on improving the prediction of metastatic progression in high-risk localized prostate cancer among veterans. By utilizing advanced artificial intelligence algorithms, the study aims to analyze digital pathology and radiographic images to identify patterns that indicate the likelihood of metastasis-free survival. The researchers will combine these AI-generated insights with clinical data and social determinants of health to create more accurate prognostic models. This approach seeks to enhance the ability to distinguish between patients who will respond well to treatment and those at risk of severe outcomes.
Who could benefit from this research
Good fit: Ideal candidates for this research are veterans diagnosed with high-risk localized prostate cancer.
Not a fit: Patients with low-risk prostate cancer or those who are not veterans may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more personalized treatment plans for patients with high-risk localized prostate cancer, potentially improving survival rates.
How similar studies have performed: Other research has shown promise in using AI for cancer prognosis, indicating that this approach could yield significant advancements in patient care.
Where this research is happening
Los Angeles, United States
- VA Greater Los Angeles Healthcare System — Los Angeles, United States (Active)
Researchers
- Principal investigator: Rettig, Matthew B — VA Greater Los Angeles Healthcare System
- Study coordinator: Rettig, Matthew B
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.