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Mathematical Modeling of the Human Brain
Mathematical Modeling of the Human Brain
Tallenna

Mathematical Modeling of the Human Brain

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This open access book bridges common tools in medical imaging and neuroscience with the numerical solution of brain modelling PDEs. The connection between these areas is established through the use of two existing tools, FreeSurfer and FEniCS, and one novel tool, the SVM-Tk, developed for this book. The reader will learn the basics of magnetic resonance imaging and quickly proceed to generating their first FEniCS brain meshes from T1-weighted images. The book's presentation concludes with the reader solving a simplified PDE model of gadobutrol diffusion in the brain that incorporates diffusion tensor images, of various resolution, and complex, multi-domain, variable-resolution FEniCS meshes with detailed markings of anatomical brain regions. After completing this book, the reader will have a solid foundation for performing patient-specific finite element simulations of biomechanical models of the human brain.
Alaotsikko
From Magnetic Resonance Images to Finite Element Simulation
ISBN
9783030951368
Kieli
englanti
Julkaisupäivä
25.2.2022
Formaatti
  • PDF - Adobe DRM
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