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Systematic review of pituitary gland and pituitary adenoma automatic segmentation techniques in magnetic resonance imaging

Accurate segmentation of both the pituitary gland and adenomas from magnetic resonance imaging (MRI) is essential for diagnosis and treatment of pituitary adenomas. This systematic review evaluates automatic segmentation methods for improving the accuracy and efficiency of MRI-based segmentation of...

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Principais autores: Mubaraq Yakubu, Navodini Wijithilake, Jonathan Shapey, Andrew King, Alexander Hammers
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2026-04-01
coleção:Frontiers in Radiology
Assuntos:
automatic segmentation
deep learning
magnetic resonance imaging
pituitary adenoma
pituitary gland
semi-automatic segmentation
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fradi.2026.1737075/full
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