Improving diagnosis of pneumonia in children using advanced technology
Precision medicine approaches in the diagnosis of community-acquired pneumonia in children
['FUNDING_CAREER'] · LURIE CHILDREN'S HOSPITAL OF CHICAGO · NIH-10985774
This study is working on a smart tool to help doctors quickly and accurately diagnose pneumonia in kids using computer data, which could lead to better treatment and less unnecessary medicine.
Quick facts
| Phase | ['FUNDING_CAREER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | LURIE CHILDREN'S HOSPITAL OF CHICAGO (nih funded) |
| Locations | 1 site (CHICAGO, UNITED STATES) |
| Trial ID | NIH-10985774 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing the diagnosis of community-acquired pneumonia (CAP) in children through the use of electronic health record data and artificial intelligence. By developing a clinical prediction model, the study aims to provide healthcare professionals with better tools to accurately identify CAP in pediatric patients. The approach includes validating this model and creating a clinical decision support system to assist in real-time diagnosis during emergency care. This could lead to more effective treatment and reduced unnecessary use of antibiotics and imaging.
Who could benefit from this research
Good fit: Ideal candidates for this research are children aged 0-11 years who present with symptoms of respiratory infections.
Not a fit: Patients with chronic respiratory conditions or those who do not exhibit symptoms of pneumonia may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate diagnoses of pneumonia in children, improving treatment outcomes and reducing hospitalizations.
How similar studies have performed: Other research has shown promise in using predictive analytics and AI for improving diagnostic accuracy in various medical conditions, indicating a potential for success in this approach.
Where this research is happening
CHICAGO, UNITED STATES
- LURIE CHILDREN'S HOSPITAL OF CHICAGO — CHICAGO, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: RAMGOPAL, SRIRAM — LURIE CHILDREN'S HOSPITAL OF CHICAGO
- Study coordinator: RAMGOPAL, SRIRAM
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.
Conditions: Airway infections