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

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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Bibliographic Details
Main Authors: Orhun Utku Aydin, Adam Hilbert, Alexander Koch, Felix Lohrke, Jana Rieger, Satoru Tanioka, Dietmar Frey
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:NeuroImage
Subjects:
Style-GAN
Circle of WIllis
Generative AI
Generative modeling
Vessel segmentation
TOF MRA
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811924004336
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http://www.sciencedirect.com/science/article/pii/S1053811924004336

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