Artech House engineering in medicine & biology series
Includes bibliographical references and index.
I. Some basic notions -- Signal: going digital -- Analysis -- Spectrum -- Between time and frequency -- Choosing the representation -- Advantages of adaptive approximations -- Caveats and practical issues -- II. EEG analysis -- Parameterization of EEG transients -- Epileptic seizures -- Event-related desynchronization and synchronization -- Elective estimates of energy -- Spatial localization of cerebral sources -- III. Equations and technical details -- Adaptive approximations and matching pursuit -- Implementation: details and tricks -- Statistical significance of changes in the time-frequency plane.
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Although visual analysis of EEGs has been the state of the art in electroencephalography for 70 years, advanced signal processing methods offer a superior alternative in numerous biomedical clinical and research applications. This first-of-its-kind guide bridges the gap from visual analysis to signal processing techniques, providing engineers, researchers, and clinicians with an innovative, clear methodology for biomedical signal.
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Matching pursuit and unification in EEG analysis.
1580533043
Electroencephalography-- Analysis.
Signal processing.
Electroencephalography.
Signal Processing, Computer-Assisted.
Electroencephalography-- Analysis.
MEDICAL-- Allied Health Services-- Medical Technology.