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Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks

IntroductionAcquisition and pre-processing pipelines for diffusion-weighted imaging (DWI) volumes are resource- and time-consuming. Generating synthetic DWI scalar maps from commonly acquired brain MRI sequences such as fluid-attenuated inversion recovery (FLAIR) could be useful for supplementing da...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Karissa Chan, Pejman Jabehdar Maralani, Alan R. Moody, April Khademi
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2023-08-01
Schriftenreihe:Frontiers in Neuroinformatics
Schlagworte:
GANs
image synthesis
translation
FLAIR
CycleGAN
pix2pix
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fninf.2023.1197330/full
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