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Advanced Methods and Tools for ECG Data Analysis Francisco Azuaje

Advanced Methods and Tools for ECG Data Analysis By Francisco Azuaje

Advanced Methods and Tools for ECG Data Analysis by Francisco Azuaje


$143.99
Condition - Very Good
Only 1 left

Summary

Offers you an understanding of techniques for electrocardiogram (ECG) data analysis. Placing emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial intelligence techniques, this book helps you design, implement, and evaluate software systems used for the analysis of ECG.

Advanced Methods and Tools for ECG Data Analysis Summary

Advanced Methods and Tools for ECG Data Analysis by Francisco Azuaje

Here's a cutting-edge, practical book that offers you a thorough understanding of state-of-the-art techniques for electrocardiogram (ECG) data analysis. Placing emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial intelligence techniques, the book helps you design, implement, and evaluate software systems used for the analysis of ECG and related data.

About Francisco Azuaje

Gari D. Clifford is a research engineer at the Harvard-MIT Division of Health Sciences in Cambridge, MA, an instructor in biomedical signal processing at MIT and an editorial board member of Biomedical Engineering OnLine. He holds an M.Sc. in applied maths and theoretical physics from Southampton University and a Ph.D. in biomedical signal processing and neural networks from Oxford University. His research interests include biomedical signal processing, noise analysis, missing data, ECG and cardiovascular modeling and supervised/unsupervised learning from large temporal biomedical databases. Francisco Azuaje is a reader at the University of Ulster and was formerly a lecturer at Trinity College Dublin, Ireland. He received his B.Sc. in electronic engineering from Simon Bolivar University, Venezuela and his Ph.D. in artificial intelligence and medical informatics from the University of Ulster, U.K. Dr. Azuaje has published extensively in the areas of bioinformatics and medical informatics. He is an editorial board member of the IEEE Transactions on Nanobioscience, BioMedical Engineering OnLine, Cancer Informatics and the Online Journal of Bioinformatics. He co-edited two books in the areas of bioinformatics and systems biology. Patrick E. McSharry is currently a Royal Academy of Engineering/EPSRC research fellow at the University of Oxford. His research interests include biomedical engineering, complex dynamical systems, signal processing, systems biology, risk management, operations research and forecasting. He received a B.A. in theoretical physics and an M.Sc. in electronic and electrical engineering from Trinity College Dublin. He was awarded a Marie Curie Research Fellowship in 1995 and received a Ph.D. in mathematics, on time series analysis and forecasting, from the University of Oxford.

Table of Contents

Preface. Introduction. Mathematical Characterization of the ECG and Its Contaminants. Filtering, Compression, Decompression, and Interpolation. Feature Extraction. Supervised and Unsupervised Classification. Visualization Methods, Knowledge Management and Emerging Methods.

Additional information

GOR013798440
9781580539661
1580539661
Advanced Methods and Tools for ECG Data Analysis by Francisco Azuaje
Used - Very Good
Hardback
Artech House Publishers
2006-10-31
384
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Advanced Methods and Tools for ECG Data Analysis