Screening from infant video
Cerebral palsy
A system that analyses how infants move on video to support early detection of cerebral palsy.
90%detection rate · cerebral palsy screening from infant video
- Industry
- Medtech
- Discipline
- Computer Vision & Robotics
- Our role
- Computer vision development
- Technology
- Python
- OpenCV
- PyTorch
- Unity
The challenge
Abnormal movement patterns are subtle and appear early, when treatment helps most. The system has to pick them up from ordinary video, frame by frame.
What we did
- Image and motion analysis across consecutive frames
- Signal analysis with the discrete wavelet transform (DWT)
- Methods supporting early recognition of abnormal movement
The result
90%detection rate · cerebral palsy screening from infant video
