Image-to-image generative adversarial networks for synthesizing perfusion parameter maps from DSC-MR images in cerebrovascular disease

Image-to-image generative adversarial networks for synthesizing perfusion parameter maps from DSC-MR images in cerebrovascular disease

Stroke is a major cause of death or disability. As imaging-based patient stratification improves acute stroke therapy, dynamic susceptibility contrast magnetic resonance imaging (DSC-MRI) is of major interest in image brain perfusion. However, expert-level perfusion maps require a manual or semi-man...

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Bibliographic Details
Main Authors: Tabea Kossen, Vince I. Madai, Matthias A. Mutke, Anja Hennemuth, Kristian Hildebrand, Jonas Behland, Cagdas Aslan, Adam Hilbert, Jan Sobesky, Martin Bendszus, Dietmar Frey
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Neurology
Subjects:
stroke
perfusion-weighted imaging
dynamic susceptibility contrast MR imaging (DSC-MR imaging)
cerebrovascular disease
generative adversarial network (GAN)
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2022.1051397/full

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