AI-Based Video Analysis for Motor Development Assessment in Children

Recruiting now

Conditions studied: Motor Development Assessment, Artificial Intelligence-Based Movement Analysis

In brief

This is a non-interventional, prospective observational study aimed at developing and validating an artificial intelligence-based system for assessing motor development in children using video analysis. Children aged 5 to 10 years will perform standardized motor tasks, which will be recorded under controlled conditions. The recorded videos will be analyzed using computer vision and deep learning techniques to extract movement patterns. The results of the AI-based analysis will be compared with standardized motor assessment scores obtained from the Bruininks-Oseretsky Test of Motor Proficiency, Second Edition - Short Form (BOT-2 SF). Participants will be classified into typical and atypical motor development groups based on BOT-2 scores. The primary objective is to evaluate the classification performance of the AI model. Secondary analyses will examine the relationship between AI predictions and continuous motor performance scores. The study is designed to explore whether motor development can be assessed objectively without direct clinical testing, using only short video recordings. The findings may contribute to the development of scalable and accessible digital screening tools for early identification of motor development differences in children.

Key facts

Study ID

NCT07597356

Run by

Medipol University

People needed

60

Starts

2026-01-01

Expected to finish

2026-09-01

Last updated by the study team

2026-05-19

Who can join

Age: 5 and older, up to 10. Sex: any. Healthy volunteers: accepted.

You may qualify if…

• Children aged between 5 and 10 years
• No diagnosed neurological, developmental, or orthopedic disorders
• Ability to follow verbal instructions
• Informed consent obtained from parents or legal guardians
• No prior participation in sensory integration therapy or special education programs

You may not qualify if…

• Diagnosed neurological, developmental, or orthopedic conditions (e.g., autism spectrum disorder, cerebral palsy, epilepsy)
• Visual or hearing impairments affecting task performance
• Severe attention or behavioral problems preventing test completion
• Physical limitations preventing participation in motor tasks

Where it is running

• Istanbul Medipol University — Istanbul, Beykoz, Turkey (Türkiye) (enrolling)

Full record on ClinicalTrials.gov

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