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Fully automated imaging protocol independent system for pituitary adenoma segmentation: a convolutional neural network—based model on sparsely annotated MRI

Martin Černý, Jan Kybic, Martin Májovský, Vojtěch Sedlák, Karin Pirgl, Eva Misiorzová, Radim Lipina, David Netuka

2023Neurosurgical Review11 citationsDOI

Topics & Concepts

Magnetic resonance imagingMedicinePituitary adenomaSegmentationArtificial intelligenceConvolutional neural networkInternal carotid arteryRadiologyPituitary neoplasmComputer scienceAdenomaPituitary glandPathologyInternal medicineHormonePituitary Gland Disorders and TreatmentsCerebrovascular and Carotid Artery DiseasesMeningioma and schwannoma management
Fully automated imaging protocol independent system for pituitary adenoma segmentation: a convolutional neural network—based model on sparsely annotated MRI | Litcius