An automatic sustained attention prediction (ASAP) method for infants and toddlers using wearable device signals

Abstract Sustained attention (SA) is a critical cognitive ability that emerges in infancy and affects various aspects of development. Research on SA typically occurs in lab settings, which may not reflect infants’ real-world experiences. Infant wearable technology can collect multimodal data in natu...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Yisi Zhang, A. Priscilla Martinez-Cedillo, Harry T. Mason, Quoc C. Vuong, M. Carmen Garcia-de-Soria, David Mullineaux, Marina I. Knight, Elena Geangu
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Subjects:	Sustained attention Infant development Computational model Electrocardiogram Wearable sensors Naturalistic studies
Online Access:	https://doi.org/10.1038/s41598-025-96794-x