TY  - BOOK
AU  - Lecca,Paola
AU  - Carpentieri,Bruno
ED  - SpringerLink (Online service)
TI  - Introduction to Mathematics for Computational Biology
T2  - Techniques in Life Science and Biomedicine for the Non-Expert,
SN  - 9783031365669
PY  - 2023///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Bioinformatics
KW  - Biomathematics
KW  - Biochemistry
KW  - Biology
KW  - Technique
KW  - Biophysics
KW  - Computational and Systems Biology
KW  - Mathematical and Computational Biology
KW  - Biophysical Methods
N1  - 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 --
N2  - 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 interdiscplinary research.
UR  - #gotoholdings
ER  -