Improving cervical cancer diagnosis in low-resource settings using advanced imaging and machine learning.
Innovations in cervical cancer diagnosis for low resource settings using advanced optical imaging and machine learning diagnostic algorithms.
This study is working on a new, easy-to-use device that helps detect cervical cancer in community settings, making it simpler and cheaper for women to get screened, especially in places that need it most.
Quick facts
| Grant type | Sbir 2 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Calla Health Foundation NIH-funded |
| Lab location | 1 site (Durham, United States) |
| Project ID | NIH-10654870 on NIH RePORTER |
What this research studies
This research aims to enhance cervical cancer diagnosis by developing a portable, low-cost colposcope that can be used in community settings. It involves creating automated algorithms that analyze images for signs of cervical pre-cancer, making the diagnostic process more accessible and efficient. The project will validate these algorithms against expert physician interpretations to ensure accuracy. By focusing on low-resource environments, the research seeks to provide effective screening tools where they are most needed.
Who could benefit from this research
Good fit: Ideal candidates for this research are women in low-resource settings who are at risk for cervical cancer and require accessible screening options.
Not a fit: Patients who are not at risk for cervical cancer or those who have access to advanced diagnostic facilities may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly improve early detection of cervical cancer in underserved populations, leading to better patient outcomes.
How similar studies have performed: Other research has shown promise in using portable imaging and machine learning for cancer diagnostics, indicating a potential for success with this innovative approach.
Where this research is happening
Durham, United States
- Calla Health Foundation — Durham, United States (Active)
Researchers
- Principal investigator: Krieger, Marlee — Calla Health Foundation
- Study coordinator: Krieger, Marlee
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.