1
|
Bilasse M, Chatelin S, Altmeyer G, Marouf A, Vappou J, Charpentier I. A 2D finite element model for shear wave propagation in biological soft tissues: Application to magnetic resonance elastography. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2018; 34:e3102. [PMID: 29740972 DOI: 10.1002/cnm.3102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 04/19/2018] [Indexed: 06/08/2023]
Abstract
Dynamic elastography is a virtual palpation tool that aims at investigating the mechanical response of biological soft tissues in vivo. The objective of this study is to develop a finite element model (FEM) with low computational cost for reproducing realistically wave propagation for magnetic resonance elastography in heterogeneous soft tissues. Based on the first-order shear deformation theory for moderately thick structures, this model is developed and validated through comparison with analytical formulations of wave propagating in heterogeneous, viscoelastic infinite medium. This 2D-FEM is then compared to experimental data and a 3D-FEM using a commercial software. Our FEM is a powerful promising tool for investigations of magnetic resonance elastography.
Collapse
Affiliation(s)
- M Bilasse
- ICube, University of Strasbourg, UMR 7357 CNRS, 1 Place de l'Hôpital, 67000, Strasbourg, France
- École Catholique d'Arts et Métiers ECAM Strasbourg-Europe, 2 Rue de Madrid, 67300, Schiltigheim, France
| | - S Chatelin
- ICube, University of Strasbourg, UMR 7357 CNRS, 1 Place de l'Hôpital, 67000, Strasbourg, France
| | - G Altmeyer
- ICube, University of Strasbourg, UMR 7357 CNRS, 1 Place de l'Hôpital, 67000, Strasbourg, France
- École Catholique d'Arts et Métiers ECAM Strasbourg-Europe, 2 Rue de Madrid, 67300, Schiltigheim, France
| | - A Marouf
- ICube, University of Strasbourg, UMR 7357 CNRS, 1 Place de l'Hôpital, 67000, Strasbourg, France
| | - J Vappou
- ICube, University of Strasbourg, UMR 7357 CNRS, 1 Place de l'Hôpital, 67000, Strasbourg, France
| | - I Charpentier
- ICube, University of Strasbourg, UMR 7357 CNRS, 1 Place de l'Hôpital, 67000, Strasbourg, France
| |
Collapse
|
2
|
Glaser KJ, Manduca A, Ehman RL. Review of MR elastography applications and recent developments. J Magn Reson Imaging 2012; 36:757-74. [PMID: 22987755 PMCID: PMC3462370 DOI: 10.1002/jmri.23597] [Citation(s) in RCA: 160] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The technique of MR elastography (MRE) has emerged as a useful modality for quantitatively imaging the mechanical properties of soft tissues in vivo. Recently, MRE has been introduced as a clinical tool for evaluating chronic liver disease, but many other potential applications are being explored. These applications include measuring tissue changes associated with diseases of the liver, breast, brain, heart, and skeletal muscle including both focal lesions (e.g., hepatic, breast, and brain tumors) and diffuse diseases (e.g., fibrosis and multiple sclerosis). The purpose of this review article is to summarize some of the recent developments of MRE and to highlight some emerging applications.
Collapse
Affiliation(s)
| | - Armando Manduca
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | | |
Collapse
|
3
|
Magnetic resonance elastography: a general overview of its current and future applications in brain imaging. Neurosurg Rev 2010; 33:137-45; discussion 145. [PMID: 20195674 DOI: 10.1007/s10143-010-0249-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2009] [Revised: 01/12/2010] [Accepted: 01/20/2010] [Indexed: 12/14/2022]
Abstract
Magnetic resonance elastography (MRE) has been developed over the last few years as a non-invasive means of evaluating the elasticity of biological tissues. The presence of the skull has always prevented semeiotic palpation of the brain, but MRE now offers the possibility of "palpating by imaging" in order to detect brain consistency under physiological and pathological conditions. The aim of this article is to review the current state-of-the-art of MRE imaging and discuss its possible future diagnostic applications in neuroscience.
Collapse
|
4
|
Snedeker JG, Ben Arav A, Zilberman Y, Pelled G, Gazit D. Functional Fibered Confocal Microscopy: A Promising Tool for Assessing Tendon Regeneration. Tissue Eng Part C Methods 2009; 15:485-91. [DOI: 10.1089/ten.tec.2008.0612] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Affiliation(s)
- Jess G. Snedeker
- Laboratory for Orthopedic Research, University of Zurich, Uniklinik Balgrist, Zurich, Switzerland
- Institute for Biomechanics, ETH Zurich, Zurich, Switzerland
| | - Ayelet Ben Arav
- Skeletal Biotechnology Laboratory, Hebrew University–Hadassah Medical Campus, Jerusalem, Israel
| | - Yoram Zilberman
- Skeletal Biotechnology Laboratory, Hebrew University–Hadassah Medical Campus, Jerusalem, Israel
| | - Gadi Pelled
- Skeletal Biotechnology Laboratory, Hebrew University–Hadassah Medical Campus, Jerusalem, Israel
| | - Dan Gazit
- Skeletal Biotechnology Laboratory, Hebrew University–Hadassah Medical Campus, Jerusalem, Israel
- Department of Surgery, Cedars Sinai Medical Center, Los Angeles, California
| |
Collapse
|
5
|
Tse ZTH, Janssen H, Hamed A, Ristic M, Young I, Lamperth M. Magnetic resonance elastography hardware design: A survey. Proc Inst Mech Eng H 2009; 223:497-514. [DOI: 10.1243/09544119jeim529] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Magnetic resonance elastography (MRE) is an emerging technique capable of measuring the shear modulus of tissue. A suspected tumour can be identified by comparing its properties with those of tissues surrounding it; this can be achieved even in deep-lying areas as long as mechanical excitation is possible. This would allow non-invasive methods for cancer-related diagnosis in areas not accessible with conventional palpation. An actuating mechanism is required to generate the necessary tissue displacements directly on the patient in the scanner and three different approaches, in terms of actuator action and position, exist to derive stiffness measurements. However, the magnetic resonance (MR) environment places considerable constraints on the design of such devices, such as the possibility of mutual interference between electrical components, the scanner field, and radio frequency pulses, and the physical space restrictions of the scanner bore. This paper presents a review of the current solutions that have been developed for MRE devices giving particular consideration to the design criteria including the required vibration frequency and amplitude in different applications, the issue of MR compatibility, actuation principles, design complexity, and scanner synchronization issues. The future challenges in this field are also described.
Collapse
Affiliation(s)
- Z T H Tse
- Department of Mechanical Engineering, Imperial College London, London, UK
| | - H Janssen
- Department of Mechanical Engineering, Imperial College London, London, UK
| | - A Hamed
- Department of Mechanical Engineering, Imperial College London, London, UK
| | - M Ristic
- Department of Mechanical Engineering, Imperial College London, London, UK
| | - I Young
- Department of Mechanical Engineering, Imperial College London, London, UK
| | - M Lamperth
- Department of Mechanical Engineering, Imperial College London, London, UK
| |
Collapse
|
6
|
Tse ZTH, Elhawary H, Rea M, Young I, Davis BL, Lamperth M. A haptic unit designed for magnetic-resonance-guided biopsy. Proc Inst Mech Eng H 2008; 223:159-72. [DOI: 10.1243/09544119jeim468] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The magnetic fields present in the magnetic resonance (MR) environment impose severe constraints on any mechatronic device present in its midst, requiring alternative actuators, sensors, and materials to those conventionally used in traditional system engineering. In addition the spatial constraints of closed-bore scanners require a physical separation between the radiologist and the imaged region of the patient. This configuration produces a loss of the sense of touch from the target anatomy for the clinician, which often provides useful information. To recover the force feedback from the tissue, an MR-compatible haptic unit, designed to be integrated with a five-degrees-of-freedom mechatronic system for MR-guided prostate biopsy, has been developed which incorporates position control and force feedback to the operator. The haptic unit is designed to be located inside the scanner isocentre with the master console in the control room. MR compatibility of the device has been demonstrated, showing a negligible degradation of the signal-to-noise ratio and virtually no geometric distortion. By combining information from the position encoder and force sensor, tissue stiffness measurement along the needle trajectory is demonstrated in a lamb liver to aid diagnosis of suspected cancerous tissue.
Collapse
Affiliation(s)
- Z T H Tse
- Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| | - H Elhawary
- Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| | - M Rea
- Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| | - I Young
- Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| | - B L Davis
- Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| | - M Lamperth
- Mechatronics in Medicine Laboratory, Department of Mechanical Engineering, Imperial College London, London, UK
| |
Collapse
|
7
|
Snedeker JG, Pelled G, Zilberman Y, Gerhard F, Müller R, Gazit D. Endoscopic cellular microscopy for in vivo biomechanical assessment of tendon function. JOURNAL OF BIOMEDICAL OPTICS 2006; 11:064010. [PMID: 17212533 DOI: 10.1117/1.2393153] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
This study explores a novel method to quantify in vivo soft tissue biomechanics from endoscopic confocal fluorescence microscope images of externally loaded biological tissues. A custom algorithm based on normalized cross-correlation is used to track fluorescently labeled cells within soft tissue structures as they deform. Cellular displacements are subsequently reduced to tissue strains by deriving the spatial gradient of the spline smoothed cellular displacement field. The relative performance of the tracking method is verified using a synthetic dataset with known underlying deformation. In biological application of the method, tissue strains are measured in the Achilles tendon of an anesthetized mouse. Over repeated trials, structural strain in the tendon (i.e., the relative change in distance between cells located at view field extremes) is 20.3+/-3.1%, thus establishing the reproducibility of the loading protocol. Analysis of local tendon tissue strains reveal primary engineering strains in the tissue to range from 5 to 55%, signifying a highly inhomogeneous strain state, with complex relative motions of neighboring tendon substructures. In summary, the current work establishes a baseline for a promising experimental method, and demonstrates its technical feasibility.
Collapse
Affiliation(s)
- Jess G Snedeker
- University and ETH Zurich, Institute for Biomedical Engineering, Zurich, Switzerland.
| | | | | | | | | | | |
Collapse
|
8
|
Guidoin R, Zhang Z, Douville Y, Bonny JM, Renou JP, Baslé MF, Zarins CK, Legrand AP, Guzman R. MRI virtual biopsies: analysis of an explanted endovascular device and perspectives for the future. ACTA ACUST UNITED AC 2006; 34:241-61. [PMID: 16537177 DOI: 10.1080/10731190600581825] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Information that can be obtained by magnetic resonance imaging (MRI) of explanted endovascular devices must be validated as this method is non-destructive. Histology of such a device together with its encroached tissues can be elegantly performed after polymethymethacrylate (PMMA) embedding, but this approach requires destruction of the specimen. The issue is therefore to determine if the MRI is sufficient to fully validate an explanted device based upon the characterization of an explanted specimen. An AneuRx device deployed percutaneously 25 months earlier in a 75-year-old patient was removed en bloc at autopsy together with the surrounding aneurysmal sac and segments of the upstream and downstream arteries. Macroscopic pictures were taken and a slice of the cross-section was processed for histology after polymethylmethacrylate (PMMA) embedding. For the magnetic resonance imaging investigation, the device was inserted in a Biospec 4.7 T MRI system with a 20 mm diameter birdcage resonator used for both emission and reception. A Spin-Echo (SE) was used to acquire both T1 proton density (PD) and T2 weighted images. A gradient-echo (GE) sampling of a free induction decay (GESFID) was used to generate multiple GE images using a single excitation pulse so that four images at different TE were obtained in the same acquisition. The selected explanted device was outstandingly well-healed compared to most devices harvested from humans. No inflammatory process was observed in contact or at distance of the materials. In MRI T1 images display no specific contrast and were homogeneous in the different tissues. The contrast was improved on proton density weighed images. On the T2 weighed images, the different areas were well identified. The diffusion images displayed in the surrounding B region had the greatest diffusion coefficient and the greatest anisotropy. The MRI analysis of the explanted AneuRx device illustrates the possibilities of this technique to characterize the interaction of the endovascular graft with the surrounding tissues. MRI is a breakthrough to investigate explanted medical devices but it also can be advantageously used in vivo to obtain virtual biopsies, because real biopsies to determine the 3 Bs (biocompatibility, biofunctionality and bioresilience) cannot be carried out as they could obviously initiate infection and degradation of the foreign materials.
Collapse
Affiliation(s)
- R Guidoin
- Department of Surgery, Laval University and Quebec Biomaterials Institute, St. François d'Assise Hospital, Quebec, Canada.
| | | | | | | | | | | | | | | | | |
Collapse
|
9
|
Glaser KJ, Felmlee JP, Manduca A, Kannan Mariappan Y, Ehman RL. Stiffness-weighted magnetic resonance imaging. Magn Reson Med 2006; 55:59-67. [PMID: 16342158 DOI: 10.1002/mrm.20748] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
An imaging method is introduced in which the signal in MR images is affected by the stiffness distribution in the object being imaged. Intravoxel phase dispersion (IVPD) that occurs during MR elastography (MRE) acquisitions decreases the signal in soft regions more than in stiff regions due to changes in shear wave amplitude and wavelength. The IVPD effect is enhanced by lowpass filtering the MR k-space data with a circular Gaussian lowpass filter. A processing method is introduced to take the time series of MRE magnitude images with IVPD and produce a final stiffness-weighted image (SWI) by calculating the minimum signal at each pixel from a small number of temporal samples. The SWI technique is demonstrated in phantom studies as well as in the case of a preserved postmortem breast tissue specimen with a stiff lesion created by focused ultrasound ablation to mimic a breast cancer. When free of significant sources of depth-dependent wave attenuation, interference, and boundary effects, SWI is a simple, fast, qualitative technique that does not require the use of phase unwrapping or inversion algorithms for localizing stiff regions in an object.
Collapse
Affiliation(s)
- Kevin J Glaser
- Mayo Graduate School, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
| | | | | | | | | |
Collapse
|
10
|
Abstract
Rapid MR elastography (MRE) techniques using spatially-selective excitations to reduce acquisition times to a few seconds or less were devised and tested. The techniques included reduced field of view (rFOV) MRE and 1D MRE (beam MRE) using 2D spatially selective RF excitations for gradient-echo (GRE) applications and intersecting 90 degrees and 180 degrees slice-selective excitations for spin-echo (SE) applications. It was shown that scan times could be reduced by a factor of 8 using rFOV MRE, and by 64 using beam MRE, while still obtaining stiffness estimates comparable to full-FOV MRE. Results were shown in gel phantom experiments as well as in the case of a preserved postmortem breast tissue specimen with a stiff lesion. These methods can be used to more rapidly interrogate regions of interest (ROIs) in tissue to quickly obtain information about the viscoelastic properties of that tissue.
Collapse
Affiliation(s)
- Kevin J Glaser
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | | | | |
Collapse
|
11
|
Glaser KJ, Felmlee JP, Manduca A, Ehman RL. Shear stiffness estimation using intravoxel phase dispersion in magnetic resonance elastography. Magn Reson Med 2004; 50:1256-65. [PMID: 14648574 DOI: 10.1002/mrm.10641] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Dynamic MR elastography (MRE) is a phase-contrast technique in which the periodic shear motion of an object is encoded as variations in the phase of the reconstructed images. An alternative MRE method is presented whereby waves are depicted as intensity variations in the magnitude images due to intravoxel phase dispersion (IVPD). A theoretical framework is developed to model how the IVPD magnitude data are related to the underlying shear wave motion, and how they can be used to estimate shear stiffness. The results are shown in a series of phantom experiments to demonstrate that IVPD MRE complements phase-contrast MRE.
Collapse
Affiliation(s)
- Kevin J Glaser
- Department of Radiology, Mayo Foundation, Rochester, Minnesota 55905, USA
| | | | | | | |
Collapse
|
12
|
Madelin G, Baril N, Lewa CJ, Franconi JM, Canioni P, Thiaudiére E, de Certaines JD. Detection of acoustic waves by NMR using a radiofrequency field gradient. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2003; 161:108-111. [PMID: 12660117 DOI: 10.1016/s1090-7807(02)00184-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
A B(1) field gradient-based method previously described for the detection of mechanical vibrations has been applied to detect oscillatory motions in condensed matter originated from acoustic waves. A ladder-shaped coil generating a quasi-constant RF-field gradient was associated with a motion-encoding NMR sequence consisting in a repetitive binomial 13;31; RF pulse train (stroboscopic acquisition). The NMR response of a gel phantom subject to acoustic wave excitation in the 20-200 Hz range was investigated. Results showed a linear relationship between the NMR signal and the wave amplitude and a spectroscopic selectivity of the NMR sequence with respect to the input acoustic frequency. Spin displacements as short as a few tens of nanometers were able to be detected with this method.
Collapse
Affiliation(s)
- Guillaume Madelin
- Magnetic Resonance Center, University of Rennes 1 and Centre Eugène Marquis, Rennes, France
| | | | | | | | | | | | | |
Collapse
|
13
|
Hamhaber U, Grieshaber FA, Nagel JH, Klose U. Comparison of quantitative shear wave MR-elastography with mechanical compression tests. Magn Reson Med 2003; 49:71-7. [PMID: 12509821 DOI: 10.1002/mrm.10343] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The mechanical properties of in vivo soft tissue are generally determined by palpation, ultrasound measurements (US), and magnetic resonance elastography (MRE). While it has been shown that US and MRE are capable of quantitatively measuring soft tissue elasticity, there is still some uncertainty about the reliability of quantitative MRE measurements. For this reason it was decided to determine in vitro how MRE measurements correspond with other quantitative methods of measuring characteristic elasticity values. This article presents the results of experiments with tissue-like agar-agar gel phantoms in which the wavelength of strain waves was measured by shear wave MR elastography and the resultant shear modulus was compared with results from mechanical compression tests with small gel specimens. The shear moduli of nine homogeneous gels with various agar-agar concentrations were investigated. The elasticity range of the gels covered the elasticity range of typical soft tissues. The systematic comparison between shear wave MRE and compression tests showed good agreement between the two measurement techniques.
Collapse
Affiliation(s)
- U Hamhaber
- Department of Biomedical Engineering, University of Stuttgart, Germany.
| | | | | | | |
Collapse
|
14
|
Hamhaber U, Grieshaber FA, Nagel J, Klose U. [Illustration of elasticity differences using MR-elastography]. Z Med Phys 2002; 11:236-44. [PMID: 11820180 DOI: 10.1016/s0939-3889(15)70523-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Differences of elasticity in tissue phantoms with inclusions of different elasticity were mapped by means of MR elastography (MRE). This new magnetic resonance imaging technique is based on the phase shift of the MR signal by switching a motion sensitizing magnetic field gradient simultaneously with the coupling of a shear wave. Wave patterns showing snapshots of the shear wave that propagates through the investigated substance were depicted in tomographic phase images. It was investigated wether a visualization of differences in elasticity of soft tissues was possible on the basis of differences in the wavelength. For this purpose, tissue phantoms with cylindrical inclusions were produced from agar gels, with agar concentrations between 1.0 and 1.5%. The diameters of the inclusions were of the order of a few centimetres. For diameters as small as 4 cm, there were still distinct differences in the wavelength between the matrix and the inclusion. The results of our study suggest that this technique has the potential for future application as an additional imaging method for tumor detection.
Collapse
Affiliation(s)
- U Hamhaber
- Sektion für Experimentelle Kemspinresonanz des ZNS, Abteilung für Neuroradiologie, Eberhard-Karls-Universität Tübingen
| | | | | | | |
Collapse
|
15
|
Baril N, Lewa CJ, de Certaines JD, Canioni P, Franconi JM, Thiaudière E. MR detection of mechanical vibrations using a radiofrequency field gradient. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2002; 154:22-27. [PMID: 11820823 DOI: 10.1006/jmre.2001.2451] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
A new method for NMR characterization of mechanical waves, based upon radiofrequency field gradient for motion encoding, is proposed. A binomial B1 gradient excitation scheme was used to visualize the mobile spins undergoing a periodic transverse mechanical excitation. A simple model was designed to simulate the NMR signal as a function of the wave frequency excitation and the periodicity of the NMR pulse sequence. The preliminary results were obtained on a gel phantom at low vibration frequencies (0-200 Hz) by using a ladder-shaped coil generating a nearly constant RF field gradient along a specific known direction. For very small displacements and/or B1 gradients, the NMR signal measured on a gel phantom was proportional to the vibration amplitude and the pulse sequence was shown to be selective with respect to the vibration frequency. A good estimation of the direction of vibrations was obtained by varying the angle between the motion direction and the B1 gradient. The method and its use in parallel to more conventional MR elastography techniques are discussed. The presented approach might be of interest for noninvasive investigation of elastic properties of soft tissues and other materials.
Collapse
Affiliation(s)
- Nathalie Baril
- Magnetic Resonance Centre, CNRS-Université Victor Segalen Bordeaux 2, Bordeaux, France
| | | | | | | | | | | |
Collapse
|