Using imaging to assess lung infections in premature infants
Imaging biomarkers of severe respiratory infections in premature infants Phase II
This study is working on a new, safe way to use X-ray images to help doctors understand how serious respiratory infections are in premature babies, so they can start treatment sooner and improve their health.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Kitware, INC. NIH-funded |
| Lab location | 1 site (Clifton Park, United States) |
| Project ID | NIH-10491039 on NIH RePORTER |
What this research studies
This research aims to develop a non-invasive imaging tool to predict and evaluate the severity of respiratory infections in premature infants. By utilizing low-radiation X-ray imaging biomarkers, the study seeks to create an objective framework that allows for early interventions in this vulnerable population. The approach involves advanced machine learning techniques to analyze chest X-ray images and identify specific lung disease signatures. This could significantly enhance clinical decision-making and improve outcomes for premature infants suffering from respiratory issues.
Who could benefit from this research
Good fit: Ideal candidates for this research are premature infants who are at risk of developing severe respiratory infections.
Not a fit: Patients who are not premature or do not have respiratory issues may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to better prediction and management of respiratory infections in premature infants, potentially reducing morbidity and mortality rates.
How similar studies have performed: Previous research has shown promise in using imaging biomarkers for assessing lung conditions, indicating that this approach may be effective.
Where this research is happening
Clifton Park, United States
- Kitware, INC. — Clifton Park, United States (Active)
Researchers
- Principal investigator: Linguraru, Marius George — Kitware, INC.
- Study coordinator: Linguraru, Marius George
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.