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Segmentation of MRI head anatomy using deep volumetric networks and multiple spatial priors

Purpose: Conventional automated segmentation of the head anatomy in magnetic resonance images distinguishes different brain and nonbrain tissues based on image intensities and prior tissue probability maps (TPMs). This works well for normal head anatomies but fails in the presence of unexpected lesi...

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Dades bibliogràfiques
Publicat a:J Med Imaging (Bellingham)
Autors principals: Hirsch, Lukas, Huang, Yu, Parra, Lucas C.
Format: Artigo
Idioma:Inglês
Publicat: Society of Photo-Optical Instrumentation Engineers 2021
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8209627/
https://ncbi.nlm.nih.gov/pubmed/34159222
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.3.034001
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