Development of Innovative Drugs via Modeling with MATLAB: A Practical Guide

Author:   Ronald Gieschke ,  Daniel Serafin
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2014 ed.
ISBN:  

9783642397646


Pages:   399
Publication Date:   12 December 2013
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Development of Innovative Drugs via Modeling with MATLAB: A Practical Guide


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Overview

The development of innovative drugs is becoming more difficult while relying on empirical approaches. This inspired all major pharmaceutical companies to pursue alternative model-based paradigms. The key question is: How to find innovative compounds and, subsequently, appropriate dosage regimens? Written from the industry perspective and based on many years of experience, this book offers: - Concepts for creation of drug-disease models, introduced and supplemented with extensive MATLAB programs - Guidance for exploration and modification of these programs to enhance the understanding of key principles - Usage of differential equations to pharmacokinetic, pharmacodynamic and (patho-) physiologic problems thereby acknowledging their dynamic nature - A range of topics from single exponential decay to adaptive dosing, from single subject exploration to clinical trial simulation, and from empirical to mechanistic disease modeling. Students with an undergraduate mathematical background or equivalent education, interest in life sciences and skills in a high-level programming language such as MATLAB, are encouraged to engage in model-based pharmaceutical research and development.

Full Product Details

Author:   Ronald Gieschke ,  Daniel Serafin
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2014 ed.
Dimensions:   Width: 15.50cm , Height: 2.50cm , Length: 23.50cm
Weight:   0.787kg
ISBN:  

9783642397646


ISBN 10:   3642397646
Pages:   399
Publication Date:   12 December 2013
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Background of pharmacologic modeling.- First example of a computational model.- Differential equations in MATLAB.- Pharmacologic modeling.- Drug-disease modeling.- Population analyses.- Clinical trial simulation.- Graphics-based modeling.- Outlook.- Appendix A: Hints to MATLAB programs.- Appendix B: Solution to exercises.

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