システム生物学のための数学入門<br>Introduction to Mathematics for Computational Biology (Techniques in Life Science and Biomedicine for the Non-expert)

システム生物学のための数学入門
Introduction to Mathematics for Computational Biology (Techniques in Life Science and Biomedicine for the Non-expert)

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  • 製本 Paperback:紙装版/ペーパーバック版／ページ数 264 p.
  • 言語 ENG
  • 商品コード 9783031365683

Full Description

This introductory guide provides a thorough explanation of the mathematics and algorithms used in standard data analysis techniques within systems biology, biochemistry, and biophysics. Each part of the book covers the mathematical background and practical applications of a given technique. Readers will gain an understanding of the mathematical and algorithmic steps needed to use these software tools appropriately and effectively, as well how to assess their specific circumstance and choose the optimal method and technology. Ideal for students planning for a career in research, early-career researchers, and established scientists undertaking interdisciplinary research. 

Contents

1. Introduction to graph theory.- 2. Biological networks.- 3. Network inference for drug discovery- 4. Introduction to differential and integral calculus.- 5. Modelling chemical reactions.- 6. Reaction-diffusion systems.- 7. Linear algebra background.- 8. Regression.- 9. Cardiac electrophysiology.-