Kent-André Mardal

(Author)

Mathematical Modeling of the Human Brain: From Magnetic Resonance Images to Finite Element Simulation (2022)Paperback - 2022, 26 February 2022

Mathematical Modeling of the Human Brain: From Magnetic Resonance Images to Finite Element Simulation (2022)
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Part of Series
Simula Springerbriefs on Computing
Print Length
118 pages
Language
English
Publisher
Springer
Date Published
26 Feb 2022
ISBN-10
3030951359
ISBN-13
9783030951351

Description

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.

Product Details

Authors:
Kent-André MardalMarie E RognesTravis B ThompsonLars Magnus Valnes
Book Edition:
2022
Book Format:
Paperback
Country of Origin:
NL
Date Published:
26 February 2022
Dimensions:
23.39 x 15.6 x 0.74 cm
ISBN-10:
3030951359
ISBN-13:
9783030951351
Language:
English
Location:
Cham
Pages:
118
Publisher:
Weight:
199.58 gm

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