Buch, Englisch, 256 Seiten, Format (B × H): 231 mm x 190 mm, Gewicht: 554 g
With MATLAB and R
Buch, Englisch, 256 Seiten, Format (B × H): 231 mm x 190 mm, Gewicht: 554 g
ISBN: 978-0-12-813052-0
Verlag: Elsevier Science Publishing Co Inc
Modeling and Control of Infectious Diseases in the Host: With MATLAB and R provides a holistic understanding of health and disease by presenting topics on quantitative decision-making that influence the development of drugs. The book presents modeling advances in different viral infections, dissecting detailed contributions of key players, along with their respective interactions. By combining tailored in vivo experiments and mathematical modeling approaches, the book clarifies the relative contributions of different underlying mechanisms within hosts of the most lethal viral infections, including HIV, influenza and Ebola. Illustrative examples for parameter fitting, modeling and control applications are explained using MATLAB and R.
Autoren/Hrsg.
Fachgebiete
- Naturwissenschaften Biowissenschaften Angewandte Biologie Biomathematik
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Mathematische Modellierung
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Immunologie
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Epidemiologie, Medizinische Statistik
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik
Weitere Infos & Material
Part 1. Theoretical Biology Principles1. Introduction2. Mathematical Modeling Principles3. Model Parameter Estimation
Part 2. Modeling Host Infectious Diseases4. Modeling Influenza Virus Infection5. Modeling Ebola Virus Infection6. Modeling HIV Infection7. HIV Evolution During Treatment
Part 3. Advanced Topics in Control Theory8. Optimal Therapy Scheduling9. Suboptimal Therapy Scheduling10. PK/PD-based Impulsive Control