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Systems immunology

an introduction to modeling methods for scientists
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Year: 2021
Publisher: Boca Raton, FL, CRC Press, Taylor & Francis Group
Media group: Ausleihbestand
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Branch: Hauptstelle Locations: ZB-90 353 / Ausstellungsregal Status: available Reservations: 0 Due date: Barcode: 00307696 Floor plans: Floor plan Lending note:

Content

New experimental techniques in immunology have produced large and complex data sets that require quantitative modeling for analysis. This book provides a complete overview of computational immunology, from basic concepts to mathematical modeling at the single molecule, cellular, organism, and population levels. It showcases modern mechanistic models and their use in making predictions, designing experiments, and elucidating underlying biochemical processes. It begins with an introduction to data analysis, approximations, and assumptions used in model building. Core chapters address models and methods for studying immune responses, with fundamental concepts clearly defined.
 
Readers from immunology, quantitative biology, and applied physics will benefit from the following:
 
Fundamental principles of computational immunology and modern quantitative methods for studying immune response at the single molecule, cellular, organism, and population levels.
 
An overview of basic concepts in modeling and data analysis.
 
Coverage of topics where mechanistic modeling has contributed substantially to current understanding.
 
Discussion of genetic diversity of the immune system, cell signaling in the immune system, immune response at the cell population scale, and ecology of host-pathogen interactions.

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Statement of Responsibility: edited by Jayajit Das, Ciriyam Jayaprakash
Year: 2021
Publisher: Boca Raton, FL, CRC Press, Taylor & Francis Group
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Classification: Search for this systematic ZB-90, ZB-130, MA-20
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ISBN: 9780367780920
ISBN (2nd): 0367780925
Description: first issued in paperback 2021, xx, 334 Seiten, Diagramme, Formeln
Tags: Datenverarbeitung, Immunbiologie, Zellbiologie Methoden
Participating parties: Search for this character Das, Jayajit (editor); Jayaprakash, Ciriyam (editor)
Language: Englisch
Original title: Systems immunology
Media group: Ausleihbestand