Mathematical Modeling of the Human Brain

简介:
这本开放获取的书将医学成像和神经科学中的常用工具与大脑建模PDEs的数值解决方案联系起来。这些领域之间的联系是通过使用两种现有工具FreeSurfer和FEniCS以及为本书开发的一种新颖工具svm-tk来建立的。读者将学习磁共振成像的基础知识,并迅速从T1-weighted图像中生成他们的第一个FEniCS大脑网格。本书的演讲结束时,读者解决了大脑中gadobutrol扩散的简化PDE模型,该模型结合了各种分辨率的扩散张量图像以及具有解剖大脑区域详细标记的复杂,多域,可变分辨率的FEniCS网格。完成本书后,读者将为执行人脑生物力学模型的患者特定有限元模拟奠定坚实的基础。
英文简介:
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.
- 书名
- Mathematical Modeling of the Human Brain
- 译名
- 人类大脑的数学建模
- 语言
- 英语
- 年份
- 2019
- 页数
- 129页
- 大小
- 9.61 MB
- 标签
- 数学
- 下载
Mathematical Modeling of the Human Brain.pdf
- 密码
- 65536
最后更新:2025-04-12 23:58:05