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Enhancement of cerebrovascular 4D flow MRI velocity fields using machine learning and computational fluid dynamics simulation data

Blood flow metrics obtained with four-dimensional (4D) flow phase contrast (PC) magnetic resonance imaging (MRI) can be of great value in clinical and experimental cerebrovascular analysis. However, limitations in both quantitative and qualitative analyses can result from errors inherent to PC MRI....

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Pubblicato in:Sci Rep
Autori principali: Rutkowski, David R., Roldán-Alzate, Alejandro, Johnson, Kevin M.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2021
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC8119419/
https://ncbi.nlm.nih.gov/pubmed/33986368
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-89636-z
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