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  • © 2015

Modern Electroencephalographic Assessment Techniques

Theory and Applications

  • Includes in-depth explorations of a variety of methods involving EEG and MEG technology
  • Provides step-by-step detail essential for reproducible results
  • Contains key notes and implementation advice from the experts

Part of the book series: Neuromethods (NM, volume 91)

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Table of contents (14 protocols)

  1. Front Matter

    Pages i-xix
  2. Operational Architectonics Methodology for EEG Analysis: Theory and Results

    • Andrew A. Fingelkurts, Alexander A. Fingelkurts
    Pages 1-59
  3. Clinical Electroencephalography in the Diagnosis and Management of Epilepsy

    • Nicholas-Tiberio Economou, Andreas V. Alexopoulos
    Pages 61-86
  4. Effective Brain Connectivity from Intracranial EEG Recordings: Identification of Epileptogenic Zone in Human Focal Epilepsies

    • Giulia Varotto, Laura Tassi, Fabio Rotondi, Roberto Spreafico, Silvana Franceschetti, Ferruccio Panzica
    Pages 87-101
  5. On the Effect of Volume Conduction on Graph Theoretic Measures of Brain Networks in Epilepsy

    • Manolis Christodoulakis, Avgis Hadjipapas, Eleftherios S. Papathanasiou, Maria Anastasiadou, Savvas S. Papacostas, Georgios D. Mitsis
    Pages 103-130
  6. Methods for Seizure Detection and Prediction: An Overview

    • Giorgos Giannakakis, Vangelis Sakkalis, Matthew Pediaditis, Manolis Tsiknakis
    Pages 131-157
  7. Graph-theoretic Indices of Evaluating Brain Network Synchronization: Application in an Alcoholism Paradigm

    • Vangelis Sakkalis, Theofanis Oikonomou, Vassilis Tsiaras, Ioannis Tollis
    Pages 159-169
  8. Time-Varying Effective Connectivity for Investigating the Neurophysiological Basis of Cognitive Processes

    • Jlenia Toppi, Manuela Petti, Donatella Mattia, Fabio Babiloni, Laura Astolfi
    Pages 171-204
  9. Assessment of Sensory Gating Deficit in Schizophrenia Using a Wavelet Transform Methodology on Auditory Paired-Click Evoked Potentials

    • Cristina Farmaki, Vangelis Sakkalis, Klevest Gjini, Nash N. Boutros, George Zouridakis
    Pages 205-229
  10. Schizophrenia Assessment Using Single-Trial Analysis of Brain Activity

    • George Zouridakis, Darshan Iyer, Javier Diaz
    Pages 231-248
  11. Phase Variants of the Common Spatial Patterns Method

    • Kenneth P. Camilleri, Owen Falzon, Tracey Camilleri, Simon G. Fabri
    Pages 249-265
  12. Estimation of Regional Activation Maps and Interdependencies from Minimum Norm Estimates of Magnetoencephalography (MEG) Data

    • Abdou Mousas, Panagiotis G. Simos, Roozbeh Rezaie, Andrew C. Papanicolaou
    Pages 267-289
  13. Blind Signal Separation Methods in Computational Neuroscience

    • Mujahid N. Syed, Pando G. Georgiev, Panos M. Pardalos
    Pages 291-322
  14. Current Trends in ERP Analysis Using EEG and EEG/fMRI Synergistic Methods

    • K. Michalopoulos, M. Zervakis, N. Bourbakis
    Pages 323-350
  15. Computer-Based Assessment of Alzheimer’s Disease Employing fMRI and/or EEG: A Comprehensive Review

    • Evanthia E. Tripoliti, Michalis Zervakis, Dimitrios I. Fotiadis
    Pages 351-383
  16. Back Matter

    Pages 385-386

About this book

Modern Electroencephalographic Assessment Techniques: Theory and Applications presents numerous signal processing and connectivity analysis methodologies addressing a wide variety of clinical applications including epilepsy, schizophrenia, Alzheimer’s disease and even alcoholism. Among the different topics addressed, the neurophysiological basis of cognitive processes is also investigated. The goal is to provide a comprehensive overview of the most modern and widely established approaches mainly applied in, but not limited to, decomposing high resolution multichannel Electroencephalography (EEG) and Magnetoencephalography (MEG) signals into functional interconnected brain regions. Synergistic approaches linking both EEG/ MEG and functional Magnetic Resonance Imaging (fMRI) techniques are also discussed. In line with the popular Neuromethods series, chapters present the theoretical basis of each method along with prosperous application domains, in the form of a balanced mixture of theoretical tutorials, comprehensive reviews and original research. Emphasis is given to the underlying assumptions, to technical matters that greatly affect the outcome of each proposed method, to the ambitions and to the domain of application of each method. Furthermore, links to graph theory and visualization of connectivity motifs is also addressed in an attempt to better describe the functional characteristics of brain networks.

Authoritative and practical, Modern Electroencephalographic Assessment Techniques: Theory and Applications touches upon both the biomedical and computational aspects of this exciting and rapidly evolving field and will allow for a more in-depth, vital understanding of the brain’s complex underlying mechanisms.

Reviews

“It is a welcome addition to the neurological and psychiatric literature. … The target audience is primarily researchers involved in brain imaging of neuropsychiatric disorders. … Each chapter concludes with pertinent and timely references from the scientific literature. This is an interesting book on EEG and MEG in neuropsychiatric disorders.” (Michael Joel Schrift, Doody's Book Reviews, May, 2015)

“This text covers every aspect of clinical and basic research into the EEGs, ERPs, data analysis, and neurophysiology related to epilepsy, depression, schizophrenia, and affective illnesses for which this field applies. Numerous graphs, charts, electrical readings are presented in this discussion. … I recommend this book highly for researchers, neurologists, neurosurgeons and students of EEGs.” (Joseph J. Grenier, Amazon.com, March, 2015)

Editors and Affiliations

  • Foundation for Research and Technology, Heraklion, Crete, Greece

    Vangelis Sakkalis

Bibliographic Information

  • Book Title: Modern Electroencephalographic Assessment Techniques

  • Book Subtitle: Theory and Applications

  • Editors: Vangelis Sakkalis

  • Series Title: Neuromethods

  • DOI: https://doi.org/10.1007/978-1-4939-1298-8

  • Publisher: Humana New York, NY

  • eBook Packages: Springer Protocols

  • Copyright Information: Springer Science+Business Media New York 2015

  • Hardcover ISBN: 978-1-4939-1297-1Published: 29 November 2014

  • Softcover ISBN: 978-1-4939-4512-2Published: 10 September 2016

  • eBook ISBN: 978-1-4939-1298-8Published: 28 November 2014

  • Series ISSN: 0893-2336

  • Series E-ISSN: 1940-6045

  • Edition Number: 1

  • Number of Pages: XIX, 386

  • Number of Illustrations: 5 b/w illustrations, 67 illustrations in colour

  • Topics: Neurosciences, Neurology

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 139.00
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access