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MATLAB programming for biomedical engineers and scientists
MATLAB Programming for Biomedical Engineers and Scientists provides an easy-to-learn introduction to the fundamentals of computer programming in MATLAB. This book explains the principles of good programming practice, while demonstrating how to write efficient and robust code that analyzes and visualizes biomedical data. Aimed at the biomedical engineer, biomedical scientist, and medical researcher with little or no computer programming experience, it is an excellent resource for learning the principles and practice of computer programming using MATLAB. This book enables the reader to: Analyze problems and apply structured design methods to produce elegant, efficient and well-structuredïÅ½program designsImplement a structured program design in MATLAB, making good use of incremental development approachesWrite code that makes good use of MATLAB programming features, including control structures, functions and advanced data typesWrite MATLAB code to read in medical data from files and write data to filesWrite MATLAB code that is efficient and robust to errors in input dataWrite MATLAB code to analyze and visualize medical data, including imaging data.
Front Cover; MATLAB Programming for Biomedical Engineers and Scientists; Copyright; Dedication; Contents; About the Authors; Preface; Aims and Motivation; Learning Objectives; How to Use This Book; Acknowledgments; 1 Introduction to Computer Programming and MATLAB; 1.1 Introduction; 1.1.1 Computer Programming; 1.1.2 MATLAB; 1.2 The MATLAB Environment; 1.3 Help; 1.4 Variables, Arrays and Simple Operations; 1.5 Data Types; 1.6 Loading and Saving Data; 1.7 Visualizing Data; 1.8 Curve Fitting; 1.9 Matrices; 1.10 MATLAB Scripts; 1.11 Comments; 1.12 Debugging; 1.12.1 MATLAB Debugger.
1.12.2 MATLAB Code Analyzer1.13 Summary; 1.14 Further Resources; Exercises; 2 Control Structures; 2.1 Introduction; 2.2 Conditional if Statements; 2.3 Comparison/Logical Operators; 2.4 Conditional switch Statements; 2.5 Iteration: for Loops; 2.6 Iteration: while Loops; 2.7 A Note about Ef ciency; 2.8 break and continue; 2.9 Nesting Control Structures; 2.10 Summary; 2.11 Further Resources; Exercises; 3 Functions; 3.1 Introduction; 3.2 Functions; 3.3 Checking for Errors; 3.4 Function m-Files and Script m-Files; 3.5 A Function m-File Can Contain More than One Function.
3.6 A Script m-File Cannot Also Include Functions3.7 m-Files and the MATLAB Search Path; 3.8 Naming Rules; 3.9 Scope of Variables; Be Careful About Script m-Files and Scope; 3.10 Recursion: A Function Calling Itself; 3.11 Summary; 3.12 Further Resources; Exercises; 4 Program Development and Testing; 4.1 Introduction; 4.2 Incremental Development; 4.3 Are We Finished? Validating User Input; 4.4 Debugging a Function; 4.5 Common Reasons for Errors when Running a Script or a Function; 4.6 Error Handling; 4.6.1 The error and warning Functions; 4.6.2 The try and catch Method; 4.7 Summary.
4.8 Further Resources Exercises; 5 Data Types; 5.1 Introduction; 5.2 Numeric Types; 5.2.1 Precision for Non-Integer (Floating Point) Numeric Types; 5.2.2 MATLAB Defaults to Double Precision for Numbers; 5.2.3 How Does MATLAB Display Numeric Values by Default?; 5.2.4 Take Care when Working with Numeric Types Other than Doubles; 5.2.5 Ranges of Numeric Types; 5.3 In nity and NaN (Not a Number); 5.4 Characters and Strings; 5.5 Identifying the Type of a Variable; 5.6 The Boolean Data Type; 5.7 Cells and Cell Arrays; 5.7.1 Cell Arrays Can Contain Mixed Data Types.
5.7.2 The Different Kinds of Bracket: Recap5.8 Converting Between Types; 5.8.1 Converting Between a Number and a Character; 5.8.2 Converting Between a Number and a Logical Type; 5.8.3 Converting Arrays; 5.9 The Structure Data Type; 5.10 Summary; 5.11 Further Resources; Exercises; 6 File Input/Output; 6.1 Introduction; 6.2 Recap on Basic Input/Output Functions; 6.3 Simple Functions for Dealing with Text Files; 6.4 Reading from Files; 6.5 Writing to Files; 6.6 Summary; 6.7 Further Resources; Exercises; 7 Program Design; 7.1 Introduction; 7.2 Top-Down Design; Step 1 -- First Level Factoring.
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Includes bibliographical references and index.