Combined Artificial Intelligence and Mobile Application for Remote Infant Motor Screening: Development and Validation
The purpose of this study is therefore five-fold: (1) designation of an APP Baby Go version 3.0 to include the assessment, follow-up, and education functions for parental use at home, (2) development and validation of the AI algorithm for infant motor assessment based on home videos obtained from term and preterm infants, (3) comparison of parental perception and report with AI-driven assessment results, (4) examination of the predictive validity of the AI algorithm for infant motor assessment on subsequent outcome, and (5) investigation of the usability of the APP Baby Go version 3.0 in parents and clinicians.
• Preterm infants: gestational age \< 37 weeks, birth body weight \< 2,500 grams, and corrected age of 2-18 months.
• Term infants: gestational age 37-42 weeks, birth body weight \>2,500 grams, and age of 2-18 months.
• Clinicians: who provide early intervention to the participating infants in this study.