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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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Dettagli Bibliografici
Pubblicato in:Med Image Anal
Autori principali: Rekik, Islem, Li, Gang, Lin, Weili, Shen, Dinggang
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2015
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Accesso online: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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