Skip to main content

EEG Visualization and Analysis Techniques

  • Chapter
  • First Online:
Health Informatics Data Analysis

Part of the book series: Health Information Science ((HIS))

  • 2184 Accesses

Abstract

We present some information depicting the current status of EEG research with projected applications in the areas of health care. We describe a method of quick prototyping an EEG headset, in a cost-effective way and with state-of-the-art technologies. We use meditation research to reach out to the high-end applications of EEG data analysis in understanding human brain states and assisting in promoting human health care. Some devotees to the practices of transcendental meditation have shown the ability to control these brain states. We want to numerically prove or disprove this assumption; the analysis of these states could be the initial step in a process to first predict and later allow individuals to control these states. To this end, we begin to build a system for dynamic and onsite brain state analysis using EEG data. The system will allow users to transit EEG data to an online database through mobile devices, interact with the web server through web interface, and get feedback from EEG data analysis programs on real-time bases.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
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

Purchases are for personal use only

Institutional subscriptions

References

  1. W.J. Freeman, A neurobiological interpretation of semiotics: meaning, representation, and information. Inf. Sci. 124(2000), 93–102 (2000)

    Article  Google Scholar 

  2. S.-M. Zhou, J.Q. Gan, F. Sepulveda, Classifying mental tasks based on features of higher-order statistics from EEG signals in brain-computer interface. Inf. Sci. 178(6), 1629–1640 (2008)

    Article  Google Scholar 

  3. O. Dressler, G. Schneider, G. Stockmanns, E.F. Kochs, Awareness and the EEG power spectrum: analysis of frequencies. Br. J. Anaesth. 93(6), 806–809 (2004)

    Article  Google Scholar 

  4. Y.-P. Lin, C.-H. Wang, T.-P. Jung, T.-L. Wu, S.-K. Jeng, J.-R. Duann, J.-H. Chen, EEG-based emotion recognition in music listening. IEEE Trans. Biomed. Eng. 57(7), 1798–1806 (2010)

    Article  Google Scholar 

  5. R. Davidson, J. Kabat-Zinn, J. Schumacher et al., Alterations in brain and immune function produced by mindfulness meditation. Psychosom. Med. 65(4), 564–570 (2003)

    Article  Google Scholar 

  6. B.K. Holzel, J. Carmody, M. Vangel, et al., Mindfulness practice leads to increases in regional brain gray matter density. Psychiatry Res. Neuroimaging. 2 022 191(1), 36–43 (2010)

    Google Scholar 

  7. H. Lin, Measurable Meditation, in Proceedings of the International Symposium on Science 2.0 and Expansion of Science (S2ES 2010), the 14th World Multiconference on Systemics, Cybernetics and Informatics (WMSCI 2010), Orlando, Florida, June 29–July 2, 2010, pp. 56–61

    Google Scholar 

  8. B. Oh, P. Butow, B. Mullan et al., Impact of medical Qigong on quality of life, fatigue, mood and inflammation in cancer patients: a randomized controlled trial. Ann. Oncol. 3, 608–614 (2009)

    Google Scholar 

  9. J.J. Loizzo, J.C. Peterson, M.E. Charlson, E.J. Wolf, M. Altemus, W.M. Briggs, L.T. Vahdat, T.A. Caputo, The effect of a contemplative self-healing program on quality of life in women with breast and gynecologic cancers. Altern. Ther. Health Med. 16(3), 30–37 (2010)

    Google Scholar 

  10. T.M. Habermann, C.A. Thompson, B.R. LaPlant, B.A. Bauer, C.A. Janney, M.M. Clark, T.A. Rummans, M.J. Maurer, J.A. Sloan, S.M. Geyer, J.R. Cerhan, Complementary and alternative medicine use among long-term lymphoma survivors: a pilot study. Am. J. Hematol. 84(12), 795–798 (2009)

    Article  Google Scholar 

  11. C.A. Lengacher, V. Johnson-Mallard, J. Post-White, M.S. Moscoso, P.B. Jacobsen, T.W. Klein, R.H. Widen, S.G. Fitzgerald, M.M. Shelton, M. Barta, M. Goodman, C.E. Cox, K.E. Kip, Randomized controlled trial of mindfulness-based stress reduction (MBSR) for survivors of breast cancer. Psychology 18(12), 1261–1272 (2009)

    Google Scholar 

  12. B. Oh, P. Butow, B. Mullan, S. Clarke, Medical Qigong for cancer patients: pilot study of impact on quality of life, side effects of treatment and inflammation. Am. J. Chin. Med. 36(3), 459–472 (2008)

    Article  Google Scholar 

  13. K.A. Biegler, M.A. Chaoul, L. Cohen, Cancer, cognitive impairment, and meditation. Acta Oncol. 48(1), 18–26 (2009)

    Article  Google Scholar 

  14. H. Lin, Measurable Meditation, in Proceedings of the International Symposium on Science 2.0 and Expansion of Science (S2ES 2010), Orlando, Florida, USA, pp. 56–61 (2010)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hong Lin .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Schreiber, G., Lin, H., Garza, J., Zhang, Y., Yang, M. (2017). EEG Visualization and Analysis Techniques. In: Xu, D., Wang, M., Zhou, F., Cai, Y. (eds) Health Informatics Data Analysis. Health Information Science. Springer, Cham. https://doi.org/10.1007/978-3-319-44981-4_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-44981-4_10

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-44979-1

  • Online ISBN: 978-3-319-44981-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics