Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs

2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)(2021)

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摘要
Pediatric brain MRI is a useful tool in assessing the healthy cerebral development of children. Since many pathologies may manifest in the brainstem and cerebellum, the objective of this study was to have an automated segmentation of pediatric posterior fossa structures. These pathologies include a myriad of etiologies from congenital malformations to tumors, which are very prevalent in this age g...
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关键词
Cerebellum,Training,Pathology,Image segmentation,Magnetic resonance imaging,Pipelines,Semantics
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