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A posteriori error estimation in biomedical imaging

Bibliographic Details
Title: A posteriori error estimation in biomedical imaging
Authors: Beilina, Larisa, 1970
Source: 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings. :1372-1375
Subject Terms: Biomedical imaging, Adaptive finite element methods, Inverse scattering, A posteriori error estimation, Transient wave equation, Hybrid finite element/difference method
Description: We present an adaptive hybrid FEM/FDM method for an inverse scattering problem in scanning acoustic microscopy with a special focus on new application in medical imaging. The problem takes the form of reconstructing an unknown sound velocity c(x) from boundary displacement data measured in acoustic microscopy in order to obtain the pathological defects in bone. The inverse problem is formulated as an optimal control problem, where we solve the equations of optimality expressing stationarity of an associated Lagrangian by a quasi-Newton method. We present a posteriori error estimate for the error in the Lagrangian which couples residuals of the computed solution to weights of the reconstruction obtained by solving and associated linearized problem for the Hessian of the Lagrangian. The performance of the adaptive hybrid method and usefulness of the a posteriori error estimator are illustrated in numerical examples. © 2007 IEEE.
Access URL: https://research.chalmers.se/publication/217966
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Items – Name: Title
  Label: Title
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  Data: A posteriori error estimation in biomedical imaging
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Beilina%2C+Larisa%22">Beilina, Larisa</searchLink>, 1970
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <i>4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings</i>. :1372-1375
– Name: Subject
  Label: Subject Terms
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Biomedical+imaging%22">Biomedical imaging</searchLink><br /><searchLink fieldCode="DE" term="%22Adaptive+finite+element+methods%22">Adaptive finite element methods</searchLink><br /><searchLink fieldCode="DE" term="%22Inverse+scattering%22">Inverse scattering</searchLink><br /><searchLink fieldCode="DE" term="%22A+posteriori+error+estimation%22">A posteriori error estimation</searchLink><br /><searchLink fieldCode="DE" term="%22Transient+wave+equation%22">Transient wave equation</searchLink><br /><searchLink fieldCode="DE" term="%22Hybrid+finite+element%2Fdifference+method%22">Hybrid finite element/difference method</searchLink>
– Name: Abstract
  Label: Description
  Group: Ab
  Data: We present an adaptive hybrid FEM/FDM method for an inverse scattering problem in scanning acoustic microscopy with a special focus on new application in medical imaging. The problem takes the form of reconstructing an unknown sound velocity c(x) from boundary displacement data measured in acoustic microscopy in order to obtain the pathological defects in bone. The inverse problem is formulated as an optimal control problem, where we solve the equations of optimality expressing stationarity of an associated Lagrangian by a quasi-Newton method. We present a posteriori error estimate for the error in the Lagrangian which couples residuals of the computed solution to weights of the reconstruction obtained by solving and associated linearized problem for the Hessian of the Lagrangian. The performance of the adaptive hybrid method and usefulness of the a posteriori error estimator are illustrated in numerical examples. © 2007 IEEE.
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RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1109/ISBI.2007.357116
    Languages:
      – Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 4
        StartPage: 1372
    Subjects:
      – SubjectFull: Biomedical imaging
        Type: general
      – SubjectFull: Adaptive finite element methods
        Type: general
      – SubjectFull: Inverse scattering
        Type: general
      – SubjectFull: A posteriori error estimation
        Type: general
      – SubjectFull: Transient wave equation
        Type: general
      – SubjectFull: Hybrid finite element/difference method
        Type: general
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      – TitleFull: A posteriori error estimation in biomedical imaging
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          Name:
            NameFull: Beilina, Larisa
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2007
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              Value: 1424406714
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              Value: 9781424406715
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            – TitleFull: 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings
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