Technical note: A novel boundary condition using contact elements for finite element based deformable image registration.

Abstract:

:Deformable image registration is an important tool for image-guided radiotherapy. Physics-model-based deformable image registration using finite element analysis is one of the methods currently being investigated. The calculation accuracy of finite element analysis is dependent on given boundary conditions, which are usually based on the surface matching of the organ in two images. Such a surface matching, however, is hard to obtain from medical images. In this study, we developed a new boundary condition to circumvent the traditional difficulties. Finite element contact-impact analysis was employed to simulate the interaction between the organ of interest and the surrounding body. The displacement loading is not necessarily specified. The algorithm automatically deforms the organ model into the minimum internal energy state. The analysis was performed on CT images of the lung at two different breathing phases (exhalation and full inhalation). The result gave the displacement vector map inside the lung. Validation of the result showed satisfactory agreement in most parts of the lung. This approach is simple, operator independent and may provide improved accuracy of the prediction of organ deformation.

journal_name

Med Phys

journal_title

Medical physics

authors

Zhang T,Orton NP,Mackie TR,Paliwal BR

doi

10.1118/1.1774131

subject

Has Abstract

pub_date

2004-09-01 00:00:00

pages

2412-5

issue

9

eissn

0094-2405

issn

2473-4209

journal_volume

31

pub_type

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