Computational Immunology: Models and Tools

Computational Immunology: Models and Tools

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Description

Computational Immunology: Models and Tools encompasses the methodological framework and application of cutting-edge tools and techniques to study immunological processes at a systems level, along with the concept of multi-scale modeling.

The book's emphasis is on selected cases studies and application of the most updated technologies in computational modeling, discussing topics such as computational modeling and its usage in immunological research, bioinformatics infrastructure, ODE based modeling, agent based modeling, and high performance computing, data analytics, and multiscale modeling.

There are also modeling exercises using recent tools and models which lead the readers to a thorough comprehension and applicability.

The book is a valuable resource for immunologists, computational biologists, bioinformaticians, biotechnologists, and computer scientists, as well as all those who wish to broaden their knowledge in systems modeling.




Offers case studies with different levels of complexityProvides a detailed view on cutting-edge tools for modeling that are useful to experimentalists with limited computational skillsExplores the usage of simulation for hypothesis generation, helping the reader to understand the most valuable points on experimental setting
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Product details

  • Electronic book text | 170 pages
  • 191 x 235mm
  • Academic Press Inc
  • Oxford, United Kingdom
  • English
  • 0128037156
  • 9780128037157

Table of contents

1. Introduction

2. Computational Modeling

3. Use of Computational Modeling in Immunological Research

4. Bioinformatics Infrastructure

5. ODE based Modeling

6. Agent Based Modeling and High Performance Computing

7. Data Analytics, Network Inference and Modeling Requirements

8. Multiscale Modeling: concepts, techniques, and applications

9. Modeling exercises
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