Using MRI and AI to predict developmental issues in very preterm infants
MRI and Deep Learning for Early Prediction of Neurodevelopmental Deficits in Very Preterm Infants
This study is looking at very premature babies born before 32 weeks to find early signs of learning and movement challenges using special brain scans, so that doctors can provide better support and care as the babies grow.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Cincinnati Childrens Hosp Med Ctr NIH-funded |
| Lab location | 1 site (Cincinnati, United States) |
| Project ID | NIH-10689695 on NIH RePORTER |
What this research studies
This research focuses on very preterm infants born at or before 32 weeks of gestation, who are at risk for neurodevelopmental deficits. By utilizing advanced magnetic resonance imaging (MRI) and deep learning techniques, the study aims to identify early indicators of cognitive, language, and motor deficits before the infants reach the age of two. The approach involves analyzing brain structure and connectivity patterns through various MRI methods to create predictive models that can help in early diagnosis and intervention. This could lead to more personalized care and better outcomes for these vulnerable infants.
Who could benefit from this research
Good fit: Ideal candidates for this research are very preterm infants born at or before 32 weeks of gestation.
Not a fit: Patients who are not very preterm infants or those born after 32 weeks of gestation may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could enable earlier diagnosis and intervention for neurodevelopmental deficits in very preterm infants, potentially improving their long-term health and developmental outcomes.
How similar studies have performed: Other research has shown promise in using MRI and machine learning techniques for early diagnosis of neurodevelopmental issues, indicating that this approach has potential for success.
Where this research is happening
Cincinnati, United States
- Cincinnati Childrens Hosp Med Ctr — Cincinnati, United States (Active)
Researchers
- Principal investigator: He, Lili — Cincinnati Childrens Hosp Med Ctr
- Study coordinator: He, Lili
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.