1. A Proof of Concept of a Non-Invasive Image-Based Material Characterization Method for Enhanced Patient-Specific Computational Modeling
- Author
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Benigno Marco Fanni, L. Landini, Silvia Schievano, Vincenzo Positano, Simona Celi, Claudio Capelli, Emanuele Vignali, W Norman, and Emilie Sauvage
- Subjects
Patient-Specific Modeling ,Computer science ,0206 medical engineering ,Biomedical Engineering ,02 engineering and technology ,030204 cardiovascular system & hematology ,Proof of Concept Study ,Imaging phantom ,Patient-Specific Computational Modeling ,03 medical and health sciences ,0302 clinical medicine ,Predictive Value of Tests ,Elastic Modulus ,Tensile Strength ,Image Interpretation, Computer-Assisted ,Humans ,Tensile testing ,Computational model ,Phantoms, Imaging ,Non invasive ,Models, Cardiovascular ,Reproducibility of Results ,Magnetic Resonance Imaging ,020601 biomedical engineering ,Characterization (materials science) ,Proof of concept ,Printing, Three-Dimensional ,Blood Vessels ,Cardiology and Cardiovascular Medicine ,Material properties ,Biological system - Abstract
Computational models of cardiovascular structures rely on their accurate mechanical characterization. A validated method able to infer the material properties of patient-specific large vessels is currently lacking. The aim of the present study is to present a technique starting from the flow-area (QA) method to retrieve basic material properties from magnetic resonance (MR) imaging. The proposed method was developed and tested, first, in silico and then in vitro. In silico, fluid-structure interaction (FSI) simulations of flow within a deformable pipe were run with varying elastic modules (E) between 0.5 and 32 MPa. The proposed QA-based formulation was assessed and modified based on the FSI results to retrieve E values. In vitro, a compliant phantom connected to a mock circulatory system was tested within MR scanning. Images of the phantom were acquired and post-processed according to the modified formulation to infer E of the phantom. Results of in vitro imaging assessment were verified against standard tensile test. In silico results from FSI simulations were used to derive the correction factor to the original formulation based on the geometrical and material characteristics. In vitro, the modified QA-based equation estimated an average E = 0.51 MPa, 2% different from the E derived from tensile tests (i.e. E = 0.50 MPa). This study presented promising results of an indirect and non-invasive method to establish elastic properties from solely MR images data, suggesting a potential image-based mechanical characterization of large blood vessels.
- Published
- 2020
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