Mastering Modeling in Healthcare: Predictive Analytics, Machine Learning, and Artificial Intelligence for Evidence-Based Decisions
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Introduction to Modeling and Numerical Methods for Biomedical and Chemical Engineers provides a comprehensive introduction to modeling and numerical methods for students of biomedical and chemical engineering.
The book begins with a review of the basic principles of modeling, including the concept of a mathematical model, the types of models, and the steps involved in model development.
The book then introduces the fundamental numerical methods that are used to solve mathematical models, including finite difference methods, finite element methods, and Monte Carlo methods.
The book also includes a discussion of the use of commercial software for modeling and simulation.
The book is written in a clear and concise style, with numerous examples and exercises to help students understand the material.
The book is also accompanied by a companion website that includes additional resources, such as sample codes and datasets.
Introduction to Modeling and Numerical Methods for Biomedical and Chemical Engineers is an essential resource for students of biomedical and chemical engineering who want to learn how to develop and use mathematical models to solve problems in their field.
The book is also a valuable reference for practicing engineers who want to learn more about modeling and numerical methods.
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