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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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Detalhes bibliográficos
Publicado no:Med Image Anal
Main Authors: Rekik, Islem, Li, Gang, Lin, Weili, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha: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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