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Bayesian multipoint velocity encoding for concurrent flow and turbulence mapping
- Source :
- Magnetic Resonance in Medicine
- Publication Year :
- 2012
-
Abstract
- An approach to efficiently measure three dimensional velocity vector fields and turbulent kinetic energy of blood flow is presented. Multipoint phase contrast imaging is used in combination with Bayesian analysis to map both mean and fluctuating velocities over a large dynamic range and for practically relevant signal to noise ratios. It is demonstrated that the approach permits significant spatiotemporal undersampling to allow for clinically acceptable scan times. Using numerical simulations and in vitro measurements in aortic valve phantoms it is shown that for given scan time Bayesian multipoint velocity encoding provides consistently lower errors of velocity and turbulent kinetic energy over a larger dynamic range relative to previous methods. In vitro significant differences in both peak velocity and turbulent kinetic energy between the aortic CoreValve (150 cm/s 293 J/m(3) ) and the St. Jude Medical mechanical valve (120 cm/s 149 J/m(3) ) were found. Comparison of peak turbulent kinetic energy measured in a patient with aortic stenosis (950 J/m(3) ) and in a patient with an implanted aortic CoreValve (540 J/m(3) ) revealed considerable differences relative to the values detected in healthy subjects (149 ± 12 J/m(3) ) indicating the potential of the method to provide a comprehensive hemodynamic assessment of valve performance in vivo.
- Subjects :
- Male
Aortic valve
Magnetic Resonance Imaging, Cine
Sensitivity and Specificity
Pattern Recognition, Automated
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Nuclear magnetic resonance
Particle tracking velocimetry
Image Interpretation, Computer-Assisted
medicine
Humans
Radiology, Nuclear Medicine and imaging
Aged
Physics
Turbulence
Reproducibility of Results
Bayes Theorem
Aortic Valve Stenosis
Blood flow
Image Enhancement
medicine.disease
Computational physics
Intensity (physics)
Treatment Outcome
medicine.anatomical_structure
Nonlinear Dynamics
Undersampling
Heart Valve Prosthesis
Aortic valve stenosis
Turbulence kinetic energy
Female
Algorithms
Blood Flow Velocity
Magnetic Resonance Angiography
030217 neurology & neurosurgery
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Magnetic Resonance in Medicine
- Accession number :
- edsair.doi.dedup.....fd42f875324e83efe516378ceb50178c
- Full Text :
- https://doi.org/10.1002/mrm.24370