Modeling and Control of Infectious Diseases in the Host : With MATLAB and R /
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, dissecti...
| Main Authors: | , , |
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| Format: | software, multimedia |
| Language: | eng |
| Published: |
London : Academic Press,
2019
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| Subjects: | |
| Online Access: | https://www.sciencedirect.com/book/9780128130520 |
| _version_ | 1796764989454811136 |
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| author | Hernandez-Vargas, Esteban A., author 649090 Sanchez, Edgar N., editor 551927 ScienceDirect (Online service) 7722 |
| author_facet | Hernandez-Vargas, Esteban A., author 649090 Sanchez, Edgar N., editor 551927 ScienceDirect (Online service) 7722 |
| author_sort | Hernandez-Vargas, Esteban A., author 649090 |
| collection | OCEAN |
| description | 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. |
| first_indexed | 2024-03-05T17:17:56Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:605675 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:17:56Z |
| publishDate | 2019 |
| publisher | London : Academic Press, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6056752023-10-02T13:22:38ZModeling and Control of Infectious Diseases in the Host : With MATLAB and R / Hernandez-Vargas, Esteban A., author 649090 Sanchez, Edgar N., editor 551927 ScienceDirect (Online service) 7722 software, multimedia Electronic books 631902 London : Academic Press,2019©2019engModeling 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.Includes index.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 -- Bibliography -- IndexModeling 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.Developmental biologyMATLABhttps://www.sciencedirect.com/book/9780128130520URN:ISBN:9780128130520Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Developmental biology MATLAB Hernandez-Vargas, Esteban A., author 649090 Sanchez, Edgar N., editor 551927 ScienceDirect (Online service) 7722 Modeling and Control of Infectious Diseases in the Host : With MATLAB and R / |
| title | Modeling and Control of Infectious Diseases in the Host : With MATLAB and R / |
| title_full | Modeling and Control of Infectious Diseases in the Host : With MATLAB and R / |
| title_fullStr | Modeling and Control of Infectious Diseases in the Host : With MATLAB and R / |
| title_full_unstemmed | Modeling and Control of Infectious Diseases in the Host : With MATLAB and R / |
| title_short | Modeling and Control of Infectious Diseases in the Host : With MATLAB and R / |
| title_sort | modeling and control of infectious diseases in the host with matlab and r |
| topic | Developmental biology MATLAB |
| url | https://www.sciencedirect.com/book/9780128130520 |
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