Mathematical Modeling of the Human Brain From Magnetic Resonance Images to Finite Element Simulation /
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....
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| Main Authors: | , , , |
|---|---|
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2022.
|
| Edition: | 1st ed. 2022. |
| Series: | Simula SpringerBriefs on Computing,
10 |
| Subjects: | |
| Online Access: | Link to Metadata |
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| 024 | 7 | |a 10.1007/978-3-030-95136-8 |2 doi | |
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| 100 | 1 | |a Mardal, Kent-André. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Mathematical Modeling of the Human Brain |h [electronic resource] : |b From Magnetic Resonance Images to Finite Element Simulation / |c by Kent-André Mardal, Marie E. Rognes, Travis B. Thompson, Lars Magnus Valnes. |
| 250 | |a 1st ed. 2022. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2022. | |
| 300 | |a XVI, 118 p. 32 illus., 25 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Simula SpringerBriefs on Computing, |x 2512-1685 ; |v 10 | |
| 505 | 0 | |a Introduction -- Working with magnetic resonance images of the brain -- From T1 images to numerical simulation -- Introducing heterogeneities -- Introducing directionality with diffusion tensors -- Simulating anisotropic diffusion in heterogeneous brain regions -- Concluding remarks and outlook -- References -- Index. | |
| 506 | 0 | |a Open Access | |
| 520 | |a 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. | ||
| 650 | 0 | |a Mathematical models. | |
| 650 | 0 | |a Biomathematics. | |
| 650 | 0 | |a Human physiology. | |
| 650 | 0 | |a Mathematics |x Data processing. | |
| 650 | 1 | 4 | |a Mathematical Modeling and Industrial Mathematics. |
| 650 | 2 | 4 | |a Mathematical and Computational Biology. |
| 650 | 2 | 4 | |a Human Physiology. |
| 650 | 2 | 4 | |a Computational Mathematics and Numerical Analysis. |
| 700 | 1 | |a Rognes, Marie E. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Thompson, Travis B. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Valnes, Lars Magnus. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783030951351 |
| 776 | 0 | 8 | |i Printed edition: |z 9783030951375 |
| 830 | 0 | |a Simula SpringerBriefs on Computing, |x 2512-1685 ; |v 10 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-030-95136-8 |z Link to Metadata |
| 912 | |a ZDB-2-SMA | ||
| 912 | |a ZDB-2-SXMS | ||
| 912 | |a ZDB-2-SOB | ||
| 950 | |a Mathematics and Statistics (SpringerNature-11649) | ||
| 950 | |a Mathematics and Statistics (R0) (SpringerNature-43713) | ||