bookSep 30, 2006Closed access

Advanced Methods And Tools for ECG Data Analysis

Abstract

This cutting-edge resource provides you with a practical and theoretical understanding of state-of-the-art techniques for electrocardiogram (ECG) data analysis. Placing an emphasis on the fundamentals of signal etiology, acquisition, data selection, and testing, this comprehensive volume presents guidelines to help you design, implement, and evaluate algorithms used for the analysis of ECG and related data. Additionally, explanations of open source software and related databases for signal processing are given. The book focuses on the modeling, classification, and interpretation of features derived from advanced signal processing and artificial intelligence techniques. Key topics covered include physiological…

Citation impact

813
total citations
FWCI
13.38
Percentile
100%
References
18
Citations per year

Authors

3

Topics & keywords

Keywords
  • Computer science
  • Artificial intelligence
  • Artifact (error)
  • Data mining
  • Signal processing
  • Machine learning
  • Noise (video)
  • Software
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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