A method for estimating patient specific parameters for simulation of tissue deformation by finite element analysis

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Abstract

This paper proposes a method for estimating patient-specific material parameters used in the finite element analysis which simulates soft tissue deformation. The estimation of suitable material parameters for a patient is important for a navigation system for endoscopic surgery. At first, many data of soft tissue deformation are generated by changing the material parameters. Next, using Principle Component Analysis, each data with high dimensional is converted into the lower vector. The relationship between the material parameter and the deformation is found in the lower potential space. © 2013 Springer-Verlag.

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Morooka, K., Sonoki, S., Kurazume, R., & Hasegawa, T. (2013). A method for estimating patient specific parameters for simulation of tissue deformation by finite element analysis. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7930 LNCS, pp. 113–120). https://doi.org/10.1007/978-3-642-38637-4_12

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