Virtual high-resolution MR angiography from non-angiographic multi-contrast MRIs: synthetic vascular model populations for in-silico trials

Virtual high-resolution MR angiography from non-angiographic multi-contrast MRIs: synthetic vascular model populations for in-silico trials

Despite success on multi-contrast MR image synthesis, generating specific modalities remains challenging. Those include Magnetic Resonance Angiography (MRA) that highlights details of vascular anatomy using specialised imaging sequences for emphasising inflow effect. This work proposes an end-to-end...

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Bibliographic Details
Main Authors: Frangi, A.F (Author), Lassila, T. (Author), Ravikumar, N. (Author), Xia, Y. (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2023
Subjects:
adult
Angiography
Angiography images
article
brain blood vessel
cohort analysis
computer model
Conditional generative adversarial net
controlled study
digital twin
female
Generative adversarial networks
geometry
High resolution
human
Image acquisition
Images synthesis
In-silico
loss of function mutation
Magnetic resonance
magnetic resonance angiography
Magnetic resonance Angiography
Magnetic resonance imaging
male
Medical image synthesis
MR angiography
MR-images
Multi-contrast MRI
nuclear magnetic resonance imaging
quantitative analysis
synthesis
visibility
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