Standardizing radiomics for better analysis of lung CT scans
Framework for radiomics standardization with application in pulmonary CT scans
This study is working on making lung CT scans more reliable by creating a standard way to analyze the images, so doctors can give you better and more accurate diagnoses and treatment plans.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Johns Hopkins University NIH-funded |
| Lab location | 1 site (Baltimore, United States) |
| Project ID | NIH-11091497 on NIH RePORTER |
What this research studies
This research focuses on improving the accuracy of radiomics, which are imaging biomarkers derived from CT scans of the lungs. By developing a standardized framework for processing and analyzing these images, the project aims to reduce variability caused by different imaging devices and protocols. This will enhance the reliability of diagnostic models, making it easier for healthcare providers to interpret complex imaging data. Patients will benefit from more accurate diagnoses and treatment plans based on consistent imaging analysis.
Who could benefit from this research
Good fit: Ideal candidates for this research are patients undergoing CT scans for lung-related issues, such as asthma or chronic obstructive pulmonary disease.
Not a fit: Patients who do not require CT imaging or have conditions unrelated to lung health may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate diagnoses and improved treatment strategies for patients with lung conditions.
How similar studies have performed: Previous research in radiomics has shown promise in improving diagnostic accuracy, indicating that this approach has potential for success.
Where this research is happening
Baltimore, United States
- Johns Hopkins University — Baltimore, United States (Active)
Researchers
- Principal investigator: Stayman, Joseph Webster — Johns Hopkins University
- Study coordinator: Stayman, Joseph Webster
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.