Using artificial intelligence to improve the management of colorectal polyps
Development of Artificial Intelligence-Based Approaches for Computer-Aided Management of Colorectal Polyps
This study is testing a new AI technology that helps doctors find and understand colorectal polyps during colonoscopy, making the process easier and more effective for patients like you.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | VA Boston Health Care System NIH-funded |
| Lab location | 1 site (Boston, United States) |
| Project ID | NIH-10950310 on NIH RePORTER |
What this research studies
This research focuses on developing artificial intelligence (AI) technologies to enhance the detection and management of colorectal polyps during colonoscopy. By utilizing advanced AI algorithms, the project aims to predict the pathology of polyps in real-time, potentially reducing unnecessary procedures and improving the efficiency of colonoscopy. The approach involves training AI models on endoscopic images to distinguish between neoplastic and non-neoplastic polyps, which could lead to better patient outcomes and resource utilization. Patients undergoing colonoscopy may benefit from this innovative technology that aims to streamline their care.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals scheduled for colonoscopy who may have colorectal polyps.
Not a fit: Patients who have already undergone colonoscopy without polyps or those not requiring a colonoscopy will likely not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate and efficient colonoscopy procedures, reducing the need for unnecessary polyp removals and improving overall patient care.
How similar studies have performed: Other research has shown promising results in applying AI to endoscopic imaging, indicating that this approach could be a significant advancement in colorectal cancer management.
Where this research is happening
Boston, United States
- VA Boston Health Care System — Boston, United States (Active)
Researchers
- Principal investigator: Rodriguez-Diaz, Eladio — VA Boston Health Care System
- Study coordinator: Rodriguez-Diaz, Eladio
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.