How Many Days are Necessary to Represent Typical Daily Leg Movement Behavior for Infants at Risk of Developmental Disabilities?

Weiyang Deng Ryota Nishiyori Douglas L Vanderbilt Beth A Smith

Published in: Sensors (Basel, Switzerland) (2020)

Our results suggest 2 days is the optimal amount of data to represent typical daily leg movement behavior of infants at risk of developmental disabilities while minimizing participant burden. Further, leg movement behavior did not differ distinctly across weekend days and weekdays. These results provide supportive evidence for an efficient amount of data collections when using wearable sensors to evaluate movement behavior in infants at risk of developmental disabilities.

Keyphrases

electronic health record
big data
heart rate
risk factors
deep learning
artificial intelligence