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Systems immunology

an introduction to modeling methods for scientists
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Jahr: 2021
Verlag: Boca Raton, FL, CRC Press, Taylor & Francis Group
Reihe: Foundations of biochemistry and biophysics
Mediengruppe: Ausleihbestand
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Inhalt

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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Suche nach diesem Verfasser
Verfasserangabe: edited by Jayajit Das, Ciriyam Jayaprakash
Jahr: 2021
Verlag: Boca Raton, FL, CRC Press, Taylor & Francis Group
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Systematik: Suche nach dieser Systematik ZB-90, ZB-130, MA-20
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ISBN: 9780367780920
2. ISBN: 0367780925
Beschreibung: first issued in paperback 2021, xx, 334 Seiten, Diagramme, Formeln
Reihe: Foundations of biochemistry and biophysics
Schlagwörter: Immunbiologie; Zellbiologie Methoden; Datenverarbeitung
Beteiligte Personen: Suche nach dieser Beteiligten Person Das, Jayajit (Herausgeber); Jayaprakash, Ciriyam (Herausgeber)
Sprache: Englisch
Originaltitel: Systems immunology
Mediengruppe: Ausleihbestand