MATLAB Programming for Biomedical Engineers and Scientists, Second Edition
- 6h 34m
- Andrew P. King, Paul Aljabar
- Elsevier Science and Technology Books, Inc.
- 2023
MATLAB Programming for Biomedical Engineers and Scientists, Second Edition provides an easy-to-learn introduction to the fundamentals of computer programming in MATLAB. The book explains the principles of good programming practice, while also demonstrating how to write efficient and robust code that analyzes and visualizes biomedical data. Aimed at the biomedical engineering student, biomedical scientist and medical researcher with little or no computer programming experience, this is an excellent resource for learning the principles and practice of computer programming using MATLAB.
The book enables the reader to analyze problems and apply structured design methods to produce elegant, efficient and well-structured program designs, implement a structured program design in MATLAB, write code that makes good use of MATLAB programming features, including control structures, functions and advanced data types, and much more.
- Presents many real-world biomedical problems and data, showing the practical application of programming concepts
- Contains two whole chapters dedicated to the practicalities of designing and implementing more complex programs
- Provides an accompanying website with freely available data and source code for the practical code examples, activities and exercises in the book
- Includes new chapters on machine learning, engineering mathematics, and expanded coverage of data types
About the Author
Dr King has over 20 years of experience of teaching computing courses at university level. He is currently a Reader in the Biomedical Engineering department at King's College London. With Paul Aljabar, he designed and developed the Computer Programming module for Biomedical Engineering students upon which this book was based. The module has been running since 2014 and Andrew still co-organises and teaches on it. Between 2001-2005, Andrew worked as an Assistant Professor in the Computer Science department at Mekelle University in Ethiopia, and was responsible for curriculum development, and design and delivery of a number of computing modules. Andrew's research interests focus mainly on the use of machine learning and artificial intelligence techniques to tackle problems in medical imaging, with a special focus on dynamic imaging data, i.e. moving organs (Google Scholar: https://goo.gl/ZZGrGr, group web site: http://kclmmag.org).
In this Book
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Quotes
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Introduction to Computer Programming and MATLAB®
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Control Structures
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Basic Data Types
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Functions
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Program Development and Testing
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Advanced Data Types
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File Input/Output
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Program Design
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Visualization
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Code Efficiency
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Signal and Image Processing
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Graphical User Interfaces
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Statistics
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Machine Learning
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Engineering Mathematics
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References
