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Searching and Visualizing Brain Networks in Schizophrenia

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Biological and Medical Data Analysis (ISBMDA 2006)

Part of the book series: Lecture Notes in Computer Science ((LNBI,volume 4345))

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Abstract

There has been special interest lately in using graph theory to study brain networks, as it provides the theoretic and visualization means to study the ”disconnection syndrome” for schizophrenia. In this work we try to visualize the graphs derived from electroencephalografic (EEG) signals using several graph drawing techniques and incorporate them smoothly into an easy-to-use framework. The aim is to reveal and evaluate important properties of brain networks.

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References

  1. Lee, K.H., Williams, L.M., Breakspear, M., Gordon, E.: Synchronous gamma activity: a review and contribution to an integrative neuroscience model of schizophrenia. Brain Res. Brain Res. Rev. 41, 57–78 (2003)

    Article  Google Scholar 

  2. Andreasen, N.C., Paradiso, S., O’Leary, D.S.: Cognitive dysmetria as an integrative theory of schizophrenia: a dysfunction in corticalsubcortical- cerebellar circuitry? Schizophr Bull 24, 203–218 (1998)

    Google Scholar 

  3. Conklin, H.M., Curtis, C.E., Calkins, M.E., Iacomo, W.G.: Working memory functioning in schizophrenia patients and their first-degree relatives: cognitive functioning shedding light on aetiology. Neuropsychologia 43, 930–942 (2005)

    Article  Google Scholar 

  4. Silver, H., Feldman, P., Bilker, W., Gur, R.C.: Working memory deficit as a core neuropsychological dysfunction in schizophrenia. Am. J. Psychiatry 160, 1809–1816 (2003)

    Article  Google Scholar 

  5. Varela, F., Lachaux, J.P., Rodriguez, E., Martinerie, J.: The brainweb: phase synchronization and large-scale integration. Nat. Rev. Neurosci. 2, 229–239 (2001)

    Article  Google Scholar 

  6. Fingelkurts, A.A., Kähkönen, S.: Functional connectivity in the brain–is it an elusive concept? Neurosci. Biobehav. Reviews 28, 827–836 (2004)

    Article  Google Scholar 

  7. Jasper, H.H.: The 10-20 electrode system of the International Federation in Electroencephalography and Clinical Neurophysiology. EEG Journal 10, 370–375 (1958)

    Google Scholar 

  8. Sakkalis, V., Oikonomou, T., Pachou, E., Tollis, I.G., Micheloyannis, S., Zervakis, M.: Time-significant Wavelet Coherence for the Evaluation of Schizophrenic Brain Activity using a Graph theory approach, IEEE-EMBS, New York City, USA (accepted for publication, 2006)

    Google Scholar 

  9. Fruchterman, T., Reingold, E.: Graph Drawing by Force-Directed Placement. Softw. Pract. Exp. 21(11), 1129–1164 (1991)

    Article  Google Scholar 

  10. Kamada, T., Kawai, S.: An Algorithm for Drawing General Undirected Graphs. Inform. Process. Lett. 31, 7–15 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  11. Kamada, T.: Visualizing Abstract Objects and Relations. World Scientific Series in Computer Science (1989)

    Google Scholar 

  12. Eades, P.: A Heuristic for Graph Drawing. Congr. Numer. 42, 149–160 (1984)

    MathSciNet  Google Scholar 

  13. Garey, M., Johnson, D.: Computers and Intractability: A Guide to the Theory of NP-Completeness. Freeman, New York (1979)

    MATH  Google Scholar 

  14. Masuda, S., Kashiwabara, T., Nakajima, K., Fujisawa, T.: On the NP-Completeness of a Computer Network Layout Problem. In: Proc. IEEE 1987 International Symposium on Circuits and Systems, Philadelphia, PA, pp. 292–295 (1987)

    Google Scholar 

  15. Six, J.M (Urquhart).: Vistool: A Tool For Visualizing Graphs, Ph.D. Thesis, The University of Texas at Dallas (2000)

    Google Scholar 

  16. Six, J.M., Tollis, I.G.: Circular Drawings of Biconnected Graphs. In: Goodrich, M.T., McGeoch, C.C. (eds.) ALENEX 1999. LNCS, vol. 1619, pp. 57–73. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  17. Six, J.M., Tollis, I.G.: Circular Drawings of Telecommunication Networks. In: Fotiadis, D.I., Nikolopoulos, S.D. (eds.) Advances in Informatics, Selected Papers from HCI 1999, pp. 313–323. World Scientific, Singapore (2000)

    Google Scholar 

  18. Watts, D.J., Strogatz, S.H.: Collective dynamics of ’small-world’ networks. Nature 393, 440–442 (1998)

    Article  Google Scholar 

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Author information

Authors and Affiliations

  1. Foundation for Research and Technology-Hellas, Vassilika Vouton, Institute of Computer Science, P.O. Box 1385, Heraklion, GR, 71110, Greece

    Theofanis Oikonomou, Vangelis Sakkalis & Ioannis G. Tollis

  2. Department of Computer Science, University of Crete, P.O. Box 2208, Heraklion, Crete, GR, 71409, Greece

    Theofanis Oikonomou & Ioannis G. Tollis

  3. Clinical Neurophysiology Laboratory (L. Widen), Faculty of Medicine, University of Crete, Heraklion, Crete, GR, 71409, Greece

    Sifis Micheloyannis

Authors
  1. Theofanis Oikonomou
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  2. Vangelis Sakkalis
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  3. Ioannis G. Tollis
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  4. Sifis Micheloyannis
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Editor information

Editors and Affiliations

  1. The Medical School, Lab of Medical Informatics, Aristotle University, Box 323, 54124, Thessaloniki, Greece

    Nicos Maglaveras  & Ioanna Chouvarda  & 

  2. Laboratory of Medical Informatics, Faculty of Medicine, Aristotle University of Thessaloniki, P.O.Box 323, 54124, Thessaloniki, Greece

    Vassilis Koutkias

  3. Institute of Informatics, Johann Wolfgang Goethe-Universität, 60054, Frankfurt a.M., Germany

    Rüdiger Brause

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© 2006 Springer-Verlag Berlin Heidelberg

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Oikonomou, T., Sakkalis, V., Tollis, I.G., Micheloyannis, S. (2006). Searching and Visualizing Brain Networks in Schizophrenia. In: Maglaveras, N., Chouvarda, I., Koutkias, V., Brause, R. (eds) Biological and Medical Data Analysis. ISBMDA 2006. Lecture Notes in Computer Science(), vol 4345. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11946465_16

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  • DOI: https://doi.org/10.1007/11946465_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-68063-5

  • Online ISBN: 978-3-540-68065-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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