Mathematical Modeling of the Human Brain: From Magnetic Resonance Images to Finite Element Simulation (Simula SpringerBriefs on Computing, Band 10) - Softcover

Buch 10 von 13: Simula SpringerBriefs on Computing

Mardal, Kent-André; Rognes, Marie E.; Thompson, Travis B.; Valnes, Lars Magnus

 
9783030951351: Mathematical Modeling of the Human Brain: From Magnetic Resonance Images to Finite Element Simulation (Simula SpringerBriefs on Computing, Band 10)
Softcover
ISBN 10: 3030951359 ISBN 13: 9783030951351
Verlag: Springer, 2022

Inhaltsangabe

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.


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Von der hinteren Coverseite

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.



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Verlag
Springer
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
3030951359
ISBN 13 
9783030951351
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
136
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