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A Hybrid Multishape Learning Framework for Longitudinal Prediction of Cortical Surfaces and Fiber Tracts Using Neonatal Data

Dramatic changes of the human brain during the first year of postnatal development are poorly understood due to their multifold complexity. In this paper, we present the first attempt to jointly predict, using neonatal data, the dynamic growth pattern of brain cortical surfaces (collection of 3D tri...

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Bibliographische Detailangaben
Veröffentlicht in:Med Image Comput Comput Assist Interv
Hauptverfasser: Rekik, Islem, Li, Gang, Yap, Pew-Thian, Chen, Geng, Lin, Weili, Shen, Dinggang
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5221562/
https://ncbi.nlm.nih.gov/pubmed/28083568
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-46720-7_25
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