Personalized care strategies to improve outcomes for anaphylaxis
Official title: Improving Anaphylaxis Outcomes Through Personalized Care Strategies
Funded at Cincinnati Childrens Hosp Med Ctr · NIH-11040349 · Data updated 2026-11-12
This study is looking to improve how we care for kids aged 0-11 who have severe allergic reactions by using smart technology to create personalized plans that help doctors decide how long they need to stay in the hospital, so some can safely go home sooner.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Cincinnati Childrens Hosp Med Ctr NIH-funded |
| Lab location | 1 site (Cincinnati, United States) |
| Project start | February 20, 2024 |
| Project end | January 31, 2029 |
| Funding year | 2025 |
| Award (this year) | $192,252 |
| NIH project number | 5K23AI175525-02 |
| Project ID | NIH-11040349 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for this research are children aged 0-11 years who have experienced anaphylactic reactions.
✕Less likely to help
Patients who do not experience anaphylaxis or are outside the age range of 0-11 years may not benefit from this research.
What this research studies
This research aims to enhance the management of anaphylaxis by developing personalized care strategies that take into account individual patient characteristics and the severity of their reactions. By utilizing machine learning, the study will create prediction models that can customize emergency department observation periods in real-time, potentially reducing unnecessary hospitalizations and allowing some patients to be safely managed at home. The research will focus on children aged 0-11 years who experience anaphylactic reactions, aiming to improve their care and outcomes in emergency situations.
Why it matters
Potential benefit: If successful, this research could lead to more tailored and efficient treatment for children experiencing anaphylaxis, reducing unnecessary emergency department visits and improving overall patient outcomes.
How similar studies have gone: Other research has shown promise in using machine learning for personalized medical care, suggesting that this approach could be effective in improving anaphylaxis management.
Where this research is happening
-
Cincinnati Childrens Hosp Med Ctr
Cincinnati, United States Active
Researchers
- Principal investigator: Dribin, Timothy Erick — Cincinnati Childrens Hosp Med Ctr
- Study coordinator: Dribin, Timothy Erick
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.