Actively Recruiting
Combined Artificial Intelligence and Mobile Application for Remote Infant Motor Screening: Development and Validation
Led by National Taiwan University Hospital · Updated on 2025-01-13
242
Participants Needed
1
Research Sites
N/A
Total Duration
On this page
Sponsors
N
National Taiwan University Hospital
Lead Sponsor
N
National Health Research Institutes, Taiwan
Collaborating Sponsor
AI-Summary
What this Trial Is About
Researchers are evaluating a new approach to early infant motor development screening using an artificial intelligence (AI) algorithm combined with a mobile application called "Baby Go" version 3.0. This observational study focuses on infants aged 2 to 18 months, including both term and preterm infants, aiming to improve early detection and follow-up of motor disorders. The study also compares parental reports with AI-driven assessments and investigates the usability of the app for parents and clinicians. The study involves parents using the "Baby Go" app at home to record videos of their infants' movements in various positions, such as prone, supine, sitting, and standing, every two weeks between 2 and 18 months of age. These videos are uploaded through the app for AI analysis and comparison with trained physiotherapist annotations. The study includes around 100 preterm infants, 20 term infants, 120 parents, and 2 clinicians. The app also provides educational and follow-up functions to support parents. Participants will be assessed using the Alberta Infant Motor Scale and walking age attainment measures. Parents and clinicians will complete surveys about their experience with the app at specific infant ages. The study will analyze AI model accuracy, parental perception, and the predictive validity of motor assessments. Overall, the study involves remote monitoring, video evaluations, user feedback, and data analysis over the infant's first 18 months.
CONDITIONS
Brief Title
Combined Artificial Intelligence and Mobile Application for Remote Infant Motor Screening: Development and Validation
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Preterm infants: gestational age less than 37 weeks, birth weight less than 2,500 grams, and corrected age between 2 and 18 months
- Term infants: gestational age 37 to 42 weeks, birth weight greater than 2,500 grams, and age between 2 and 18 months
- Clinicians who provide early intervention to participating infants
You will not qualify if you...
- Parents or clinicians who cannot read Chinese
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Your Study Journey
Duration - 2 to 4 weeks
Participants are screened for eligibility to participate in the trial.
1 visit (in-person or remote) to confirm eligibility
Duration - From 2 months to 18 months of age
Participants are asked to video record their infant's movements at home and upload videos via the mobile app for remote motor assessment.
Biweekly video recordings and uploads through the app
Duration - At approximately 6, 12, and 18 months of infant age
Parents and clinicians provide user experience feedback on the mobile app at specified infant ages.
3 survey timepoints for parents and 1 survey timepoint for clinicians
Trial Site Locations
Total: 1 location
1
National Taiwan University
Taipei, Taiwan, 100, Taiwan
Actively Recruiting
Research Team
S
Suh-Fang Jeng, Professor
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
3
Similar Trials
Frequently Asked Questions
Have more questions? Get in touch with our team for quick support
Not the Right Trial for You?
Explore thousands of other clinical trials that might be a better match.
Sign up to get personalized trial recommendations delivered to your inbox.
Already have an account? Log in here