Using AI to improve early cancer detection
Data-driven Diagnostics using Multimodal- AI Assisted Approaches for Early Cancer Detection
This study is exploring new ways to spot early signs of oral cancer using advanced imaging and smart technology, aiming to help doctors find risky areas that could turn into cancer, especially for patients who might be at higher risk.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Texas Med Br Galveston NIH-funded |
| Lab location | 1 site (Galveston, United States) |
| Project ID | NIH-10989491 on NIH RePORTER |
What this research studies
This research focuses on enhancing the early detection of cancers, particularly oral squamous cell carcinoma, by utilizing a combination of advanced optical imaging techniques and artificial intelligence. The approach aims to identify high-risk lesions that may lead to cancer, which current screening methods often miss. By analyzing complex data from these imaging modalities, the research seeks to optimize diagnostic accuracy and improve patient outcomes. The study will involve preclinical animal models to validate the effectiveness of this innovative diagnostic method.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals at high risk for developing oral squamous cell carcinoma or other epithelial cancers.
Not a fit: Patients with cancers that are not epithelial in nature may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly increase the early detection rates of cancers, leading to better survival outcomes for patients.
How similar studies have performed: Previous research has shown promise in using multimodal imaging and AI for cancer detection, indicating a potential for success in this novel approach.
Where this research is happening
Galveston, United States
- University of Texas Med Br Galveston — Galveston, United States (Active)
Researchers
- Principal investigator: Villarreal, Paula — University of Texas Med Br Galveston
- Study coordinator: Villarreal, Paula
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.