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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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Bibliographic Details
Published in:Med Image Comput Comput Assist Interv
Main Authors: Rekik, Islem, Li, Gang, Yap, Pew-Thian, Chen, Geng, Lin, Weili, Shen, Dinggang
Format: Artigo
Language:Inglês
Published: 2016
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Online Access: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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