Modeling sparse longitudinal data in early neurodevelopment

Modeling sparse longitudinal data in early neurodevelopment

Early childhood is a period marked by rapid brain growth accompanied by cognitive and motor development. However, it remains unclear how early developmental skills relate to neuroanatomical growth across time with no growth quantile trajectories of typical brain development currently available to pl...

Full description

Bibliographic Details
Main Authors: Yaqing Chen, Paromita Dubey, Hans-Georg Müller, Muriel Bruchhage, Jane-Ling Wang, Sean Deoni
Format: Article
Language:English
Published: Elsevier 2021-08-01
Series:NeuroImage
Subjects:
Brain-for-age growth chart
Brain development percentiles
Concurrent regression modeling
Functional principal components
Individual developmental trajectory reconstruction
Whole brain MRI
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921003566

Internet

http://www.sciencedirect.com/science/article/pii/S1053811921003566

Similar Items