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LIBRIS Formathandbok  (Information om MARC21)
FältnamnIndikatorerMetadata
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007cr ||| |||||
008160712s2016 gw |||||o|||||000 0|eng|c
020 a 9783319280950
020 z 9783319280936 (Print)
024a 10.1007/978-3-319-28095-02 doi
040 d Ldige ie rda
041 a eng
050 4a QH323.5
050 4a QH324.2-324.25
072 7a MAT0030002 bisacsh
0820 4a 570.2852 23
084 a Ue.022 kssb/8 (machine generated)
100a Świerniak, Andrzej.4 aut
2451 0a System Engineering Approach to Planning Anticancer Therapies /c by Andrzej Świerniak, Marek Kimmel, Jaroslaw Smieja, Krzysztof Puszynski, Krzysztof Psiuk-Maksymowicz.
264 1a Cham :b Springer International Publishing :b Imprint: Springer,c 2016
300 a IX, 235 p. 55 illus., 17 illus. in color.b online resource.
336 a textb txt2 rdacontent
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347 a text fileb PDF
505a Introduction -- Cell Cycle as an Object of Control -- Therapy Optimization in Population Dynamics Models -- Structured Models and Their Use in Modeling Anticancer Therapies -- Signaling Pathways Dynamics and Cancer Treatment -- Model Identification and Parameter Estimation -- Appendixes: Stability and Controllability of Dynamical Systems -- Pontryagin Maximum Principle and Optimal Control -- Bifurcation Analysis -- Numerical Implementation of the Runge Kutta and Gillespie Methods.
520 a This book focuses on the analysis of cancer dynamics and the mathematically based synthesis of anticancer therapy. It summarizes the current state-of-the-art in this field and clarifies common misconceptions about mathematical modeling in cancer. Additionally, it encourages closer cooperation between engineers, physicians and mathematicians by showing the clear benefits of this without stating unrealistic goals. Development of therapy protocols is realized from an engineering point of view, such as the search for a solution to a specific control-optimization problem. Since in the case of cancer patients, consecutive measurements providing information about the current state of the disease are not available, the control laws are derived for an open loop structure. Different forms of therapy are incorporated into the models, from chemotherapy and antiangiogenic therapy to immunotherapy and gene therapy, but the class of models introduced is broad enough to incorporate other forms of therapy as well. The book begins with an analysis of cell cycle control, moving on to control effects on cell population and structured models and finally the signaling pathways involved in carcinogenesis and their influence on therapy outcome. It also discusses the incorporation of intracellular processes using signaling pathway models, since the successful treatment of cancer based on analysis of intracellular processes, might soon be a reality. It brings together various aspects of modeling anticancer therapies, which until now have been distributed over a wide range of literature. Written for researchers and graduate students interested in the use of mathematical and engineering tools in biomedicine with special emphasis on applications in cancer diagnosis and treatment, this self-contained book can be easily understood with only a minimal basic knowledge of control and system engineering methods as well as the biology of cancer. Its interdisciplinary character and the authors’ extensive experience in cooperating with clinicians and biologists make it interesting reading for researchers from control and system engineering looking for applications of their knowledge. Systems and molecular biologists as well as clinicians will also find new inspiration for their research.
650 0a Mathematics.
650 0a Cancer research.
650 0a Drug resistance.
650 0a Cell cycle.
650 0a System theory.
650 0a Biomathematics.
6501 4a Mathematics.
6502 4a Mathematical and Computational Biology.
6502 4a Systems Theory, Control.
6502 4a Cancer Research.
6502 4a Cell Cycle Analysis.
6502 4a Drug Resistance.
700a Kimmel, Marek.4 aut
700a Smieja, Jaroslaw.4 aut
700a Puszynski, Krzysztof.4 aut
700a Psiuk-Maksymowicz, Krzysztof.4 aut
710a SpringerLink (Online service)
7760 8i Printed edition:t System Engineering Approach to Planning Anticancer Therapiesz 9783319280936
8564 2u http://dx.doi.org/10.1007/978-3-319-28095-0x 856otherz Table of Contents / Abstracts
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