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

Libro 10 de 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: 10 (Simula SpringerBriefs on Computing)
Tapa blanda
ISBN 10: 3030951359 ISBN 13: 9783030951351
Editorial: Springer, 2022

Sinopsis

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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Acerca del autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.

De la contraportada

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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Editorial
Springer
Año de publicación
2022
Idioma
Inglés
ISBN 10 
3030951359
ISBN 13 
9783030951351
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
136
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