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Modeling and Control of Infectious Diseases in the Host : With MATLAB and R

Author: Esteban A Hernandez-Vargas; Edgar Sánchez
Publisher: London, United Kingdom : Academic Press, an imprint of Elsevier, [2019]
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: ebook version :
(OCoLC)1055913950
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Esteban A Hernandez-Vargas; Edgar Sánchez
ISBN: 9780128131114 012813111X
OCLC Number: 1085890284
Description: 1 online resource.
Contents: Part 1. Theoretical Biology Principles 1. Introduction 2. Mathematical Modeling Principles 3. Model Parameter Estimation Part 2. Modeling Host Infectious Diseases 4. Modeling Influenza Virus Infection 5. Modeling Ebola Virus Infection 6. Modeling HIV Infection 7. HIV Evolution During Treatment Part 3. Advanced Topics in Control Theory 8. Optimal Therapy Scheduling 9. Suboptimal Therapy Scheduling 10. PK/PD-based Impulsive Control
Responsibility: Esteban A. Hermandez-Vargas ; series editor, Edgar Sánchez.

Abstract:

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.

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