Using computer vision to identify motor differences in infants with autism
Identifying autism motor deficits in infants using computer vision
This study is looking at how the way babies move might help us spot signs of autism earlier, using video recordings to track their movements, so we can better support families and kids with autism.
Quick facts
| Grant type | R21 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Washington University NIH-funded |
| Lab location | 1 site (Saint Louis, United States) |
| Project ID | NIH-11058226 on NIH RePORTER |
What this research studies
This research investigates how motor differences in infants can predict autism spectrum disorder (ASD) diagnoses. By utilizing advanced deep learning techniques and video analysis, the study aims to objectively quantify these motor differences through the analysis of videos from behavioral assessments. The research will involve tracking infant movements and validating these findings as potential biomarkers for ASD, which could lead to earlier identification and intervention.
Who could benefit from this research
Good fit: Ideal candidates for this research are infants aged 0-11 months who are at risk for autism spectrum disorder.
Not a fit: Patients who are older than 11 months or those who do not exhibit any risk factors for autism may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could enable earlier diagnosis and intervention for infants at risk of autism, improving long-term outcomes.
How similar studies have performed: Other research has shown promise in using technology for early autism detection, but this specific approach utilizing deep learning and video analysis is relatively novel.
Where this research is happening
Saint Louis, United States
- Washington University — Saint Louis, United States (Active)
Researchers
- Principal investigator: Goodhill, Geoffrey J — Washington University
- Study coordinator: Goodhill, Geoffrey J
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.