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Contrast enhanced tomographic reconstruction of vascular blood flow based on the Navier-Stokes equation
- Source :
- Inverse Problems in Science and Engineering, Inverse Problems in Science and Engineering, Taylor & Francis, 2020, 28 (9), pp.1287-1306. ⟨10.1080/17415977.2020.1724108⟩
- Publication Year :
- 2020
- Publisher :
- HAL CCSD, 2020.
-
Abstract
- International audience; In this work, we study the reconstruction of blood velocity with contrast enhanced computed tomography with tomographic projections perpendicular to the main flow field direction. The inverse problem is regularized with a convection-diffusion partial differential equation and with the Navier-Stokes equation. The velocity field is reconstructed together with the density field with a first-order adjoint method. The method is validated on a simple phantom. The addition of a physical constraint with a partial differential equation for the velocity field improves the reconstruction results.
- Subjects :
- Inverse problems
Work (thermodynamics)
[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging
media_common.quotation_subject
adjoint methods
Physics::Medical Physics
Inverse
010103 numerical & computational mathematics
01 natural sciences
Navier-Stokes equation
Perpendicular
Contrast (vision)
Navier stokes
0101 mathematics
media_common
Physics
Tomographic reconstruction
Applied Mathematics
Mathematical analysis
General Engineering
Blood flow
Inverse problem
eye diseases
Computer Science Applications
010101 applied mathematics
sense organs
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
Subjects
Details
- Language :
- English
- ISSN :
- 17415977 and 17415985
- Database :
- OpenAIRE
- Journal :
- Inverse Problems in Science and Engineering, Inverse Problems in Science and Engineering, Taylor & Francis, 2020, 28 (9), pp.1287-1306. ⟨10.1080/17415977.2020.1724108⟩
- Accession number :
- edsair.doi.dedup.....634486eea059b4d32168832d5159fda5
- Full Text :
- https://doi.org/10.1080/17415977.2020.1724108⟩