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Generative modeling of the Circle of Willis using 3D-StyleGAN

The circle of Willis (CoW) is a network of cerebral arteries with significant inter-individual anatomical variations. Deep learning has been used to characterize and quantify the status of the CoW in various applications for the diagnosis and treatment of cerebrovascular disease. In medical imaging,...

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Autors principals: Orhun Utku Aydin, Adam Hilbert, Alexander Koch, Felix Lohrke, Jana Rieger, Satoru Tanioka, Dietmar Frey
Format: Artigo
Idioma:Inglês
Publicat: Elsevier 2024-12-01
Col·lecció:NeuroImage
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Accés en línia:http://www.sciencedirect.com/science/article/pii/S1053811924004336
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