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Abstract: MITK-ModelFit

Generic Open-Source Framework for Model Fitting
  • Ina KompanEmail author
  • Charlotte Debus
  • Michael Ingrisch
  • Klaus Maier-Hein
  • Amir Abdollahi
  • Marco Nolden
  • Ralf Floca
Conference paper
  • 35 Downloads
Part of the Informatik aktuell book series (INFORMAT)

Zusammenfassung

Model fitting is employed in numerous medical imaging applications for quantitative parameter estimation. Prominent examples include pharmacokinetic modelling of dynamic contrast-enhanced (DCE) MRI data and apparent diffusion coefficient calculations. There are many fitting tools available, however most of them are limited to a special purpose and do not allow for own development and extension.

Literatur

  1. 1.
    Floca R, Debus C, Ingrisch M, et al. MITK-ModelFit: A generic open-source framework for model fits and their exploration in medical imaging - design, implementation and application on the example of DCE-MRI. BMC Bioinformatics. 2019;20(21).Google Scholar

Copyright information

© Springer Fachmedien Wiesbaden GmbH, ein Teil von Springer Nature 2020

Authors and Affiliations

  • Ina Kompan
    • 1
    Email author
  • Charlotte Debus
    • 2
  • Michael Ingrisch
    • 3
  • Klaus Maier-Hein
    • 1
  • Amir Abdollahi
    • 4
  • Marco Nolden
    • 1
  • Ralf Floca
    • 1
  1. 1.Division of Medical Image ComputingGerman Cancer Research Center DKFZHeidelbergDeutschland
  2. 2.Simulation and Software Technology, Department of High-Performance ComputingGerman Aerospace CenterCologneDeutschland
  3. 3.Department of RadiologyUniversity Hospital Munich, Ludwig-Maximilians-University MunichMunichDeutschland
  4. 4.Translational Radiation OncologyGerman Cancer Research Center DKFZHeidelbergDeutschland

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