New methods for early lung cancer detection using advanced imaging and data analysis
Novel Integrative Approach for the Early Detection of Lung Cancer using Repeated Measures
This study is looking to help find lung cancer earlier in people who don’t have any symptoms by using advanced imaging and smart computer techniques to better understand certain lung spots that could be harmless or could mean cancer.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Vanderbilt University Medical Center NIH-funded |
| Lab location | 1 site (Nashville, United States) |
| Project ID | NIH-11031325 on NIH RePORTER |
What this research studies
This research focuses on improving the early detection of lung cancer in individuals who show no symptoms. It utilizes advanced imaging techniques to analyze indeterminate pulmonary nodules (IPNs), which are often benign but can indicate cancer. By integrating clinical information from electronic health records and employing machine learning algorithms, the study aims to enhance the accuracy of lung cancer diagnosis. The research will validate its findings through a prospective cohort, ensuring that the methods developed are effective and reliable for patient care.
Who could benefit from this research
Good fit: Ideal candidates for this research are asymptomatic individuals who have been identified with indeterminate pulmonary nodules.
Not a fit: Patients who have already been diagnosed with lung cancer or those without any pulmonary nodules may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly reduce lung cancer mortality by enabling earlier and more accurate detection of the disease.
How similar studies have performed: Previous studies have shown promising results in using similar approaches for early cancer detection, indicating a potential for success in this innovative research.
Where this research is happening
Nashville, United States
- Vanderbilt University Medical Center — Nashville, United States (Active)
Researchers
- Principal investigator: Maldonado, Fabien — Vanderbilt University Medical Center
- Study coordinator: Maldonado, Fabien
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.