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Predicting Infant Cortical Surface Development Using a 4D Varifold-based Learning Framework and Local Topography-based Shape Morphing

Longitudinal neuroimaging analysis methods have remarkably advanced our understanding of early postnatal brain development. However, learning predictive models to trace forth the evolution trajectories of both normal and abnormal cortical shapes remains broadly absent. To fill this critical gap, we...

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Bibliografiske detaljer
Udgivet i:Med Image Anal
Main Authors: Rekik, Islem, Li, Gang, Lin, Weili, Shen, Dinggang
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4914136/
https://ncbi.nlm.nih.gov/pubmed/26619188
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2015.10.007
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