
Spatiotemporal Modeling of Cancer Immunotherapy: Partial Differential Equation Analysis in R, (Hardcover)
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- Spatiotemporal Modeling of Cancer Immunotherapy: Partial Differential Equation Analysis in R, (Hardcover)
- Author: Springer
- ISBN: 9783030176358
- Format: Hardcover
- Publication Date: 2019-06-17
- Page Count: 112
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- Book formatHardcover
- Fiction/nonfictionNon-Fiction
- GenreTextbooks
- Publication dateJune, 2019
- Pages112
- SubgenreAllied Health Services
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The focus of this book is a detailed discussion of a dual cancer vaccine (CV)-immune checkpoint inhibitor (ICI) mathematical model formulated as a system of partial differential equations (PDEs) defining the spatiotemporal distribution of cells and biochemicals during tumor growth.
A computer implementation of the model is discussed in detail for the quantitative evaluation of CV-ICI therapy. The coding (programming) consists of a series of routines in R, a quality, open-source scientific computing system that is readily available from the internet. The routines are based on the method of lines (MOL), a general PDE algorithm that can be executed on modest computers within the basic R system. The reader can download and use the routines to confirm the model solutions reported in the book, then experiment with the model by varying the parameters and modifying/extending the equations, and even studying alternative models with the PDE methodology demonstrated by the CV-ICI model.
Spatiotemporal Modeling of Cancer Immunotherapy: Partial Differential Equation Analysis in R facilitates the use of the model, and more generally, computer- based analysis of cancer immunotherapy mathematical models, as a step toward the development and quantitative evaluation of the immunotherapy approach to the treatment of cancer.
To download the R routines, please visit: http: //www.lehigh.edu/ wes1/ci_download
- Spatiotemporal Modeling of Cancer Immunotherapy: Partial Differential Equation Analysis in R, (Hardcover)
- Author: Springer
- ISBN: 9783030176358
- Format: Hardcover
- Publication Date: 2019-06-17
- Page Count: 112
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Book format
Fiction/nonfiction
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