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Strain-Based Regional Nonlinear Cardiac Material Properties Estimation From Medical Images

Abstract : Model personalization is essential for model-based surgical planning and treatment assessment. As alteration in material elasticity is a fundamental cause to various cardiac pathologies, estimation of material properties is important to model personalization. Although the myocardium is heterogeneous, hyperelastic, and orthotropic, existing image-based estimation frameworks treat the tissue as either heterogeneous but linear, or hyperelastic but homogeneous. In view of these, we present a physiology-based framework for estimating regional, hyperelastic, and orthotropic material properties. A cardiac physiological model is adopted to describe the macroscopic cardiac physiology. By using a strain-based objective function which properly reflects the change of material constants, the regional material properties of a hyperelastic and orthotropic constitutive law are estimated using derivative-free optimization. Experiments were performed on synthetic and real data to show the characteristics of the framework.
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Submitted on : Friday, May 3, 2013 - 4:38:33 PM
Last modification on : Friday, November 18, 2022 - 9:26:09 AM
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Ken C. L. Wong, Jatin Relan, Linwei Wang, Maxime Sermesant, Hervé Delingette, et al.. Strain-Based Regional Nonlinear Cardiac Material Properties Estimation From Medical Images. Proceedings of Medical Image Computing and Computer Assisted Intervention 2012 (MICCAI), Oct 2012, Nice, France. pp.617-624, ⟨10.1007/978-3-642-33415-3_76⟩. ⟨hal-00813874⟩



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