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Publications

  • Seizure Detection

    • F. Fürbass, P. Ossenblok, M. Hartmann, H. Perko, A. M. Skupch, G. Lindinger, L. Elezi, E. Pataraia, A. J. Colon, C. Baumgartner, and T. Kluge, “Prospective multi-center study of an automatic online seizure detection system for epilepsy monitoring units,” Clinical Neurophysiology, vol. 126, no. 6, pp. 1124–1131, Jun. 2015.
    • Ch. Baumgartner, T. Kluge: "Anfallsdetektion und Anfallsvorhersage"; Invited Lecture; Joint Annual Meeting of the Austrian Society of Epileptology and the Austrian Society for Clinical Neurophysiology and Functional Imaging, Wien; 2012
    • F. Fürbaß, H. Perko, M. Hartmann, Ch. Baumgartner, T. Kluge: "Online seizure detection system for epilepsy monitoring units";
      Lecture, 85. Kongress der Deutschen Gesellschaft für Neurologie 2012, Hamburg; 2012
    • F. Fürbaß, G. Gritsch, M. Hartmann, H. Perko, T. Kluge: "Automatic Seizure detection based on the activity of a set of current dipoles: First steps"; 34th Annual International Conference of the IEEE EMBS, San Diego, USA; 2012
    • F. Fürbaß, H. Perko, M. Hartmann, G. Gritsch, Ch. Baumgartner, T. Kluge: "Improved online seizure detection system for epilepsy monitoring units"; Lecture: Twenty-second Meeting of the European Neurological Society, Prag; 2012
    • F. Fürbaß, H. Perko, M. Hartmann, A. Skupch, P. Dollfuß, Ch. Baumgartner, T. Kluge: "Automatic Detection of Epileptic Seizures with Rhythmic and Irregular Ictal Morphology"; Lecture: 16th Congress of the European Federation of Neurological Societies, Stockholm; 2012
    • F. Fürbaß, M. Hartmann, H. Perko, A. Skupch, P. Dollfuß, G. Gritsch, Ch. Baumgartner, T. Kluge: "Combining Time Series and Frequency Domain Analysis for a Automatic Seizure Detection"; Lecture: 34th Annual Internation Conference of the IEEE EMBS, San Diego, USA; 2012
    • M. Hartmann, F. Fürbaß, A. Colon, L. Elezi, G. Lindinger, T. Kluge, P. Ossenblok, E. Pataraia, H. Perko, C. Baumgartner:
      "Prospective Multicenter Study of an Automatic Seizure Detection System"; 2012 American Epilepsy Society Annual Meeting, San Diego, USA; 2012
    • M. Hartmann, F. Fürbaß, H. Perko, A. Skupch, C. Baumgartner, T. Kluge: "Online seizure detection for epilepsy monitoring units"; Annual Meeting of the American Epilepsie Society, Baltimore, MD, USA; 2011
    • M. Hartmann, F. Fürbaß, H. Perko, A. Skupch, K. Lackmayer, Ch. Baumgartner, T. Kluge: "EpiScan: Online seizure detection for epilepsy monitoring units"; " Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)", IEEE, Boston, Massachusetts, USA, 2011
    • F. Fürbaß, H. Perko, M. Hartmann, C. Baumgartner, T. Kluge: "Detection of Epileptic Seizures During Pre-Surgical Evaluation using Rhytmic EEG Patterns"; Lecture: 15th EFNS Congress 2011, Budapest; 2011
    • T. Kluge, M. Hartmann, Ch. Baumgartner, H. Perko: "Automatic Detection of Epileptic Seizures in scalp EEG-Recordings Based on Subspace Projections"; Annual Meeting of the American Epilepsie Society, Boston, USA; 2009
    • A. Graef, M. Hartmann, M. Deistler, T. Kluge: "Regression-based analysis of synchronization multichannel EEG in epilepsy";
      Annual Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, USA; 2009;
    • H. Perko, M. Hartmann, T. Kluge: "Early Detection of Epileptic Seizures Expoliting Rhytmic EEG Activity"; 13th Congress of the European Federation of Neurological Societies, Florence, Italy; 2009;
    • H. Perko, M. Hartmann, T. Kluge: "Separation of independent synchronization clusters in ECoG-data"; Annual Meeting of the Society for Neuroscience, Chicago, USA; 2009;
    • H. Perko, M. Hartmann, T. Kluge: "A Comparison of two Synchronization Measures for Neural Data"; Lecture: 13th International Conference on Biomedical Engineering 2008, Singapur; 2008
    • A. Graef, T. Kluge, C. Baumgartner, M. Deistler, M. Hartmann: "A Novel Method for the Characterization of Epileptic Seizure Propagation in Multichannel EEG and ECOG"; Lecture: 62nd Annual Meeting of the American Epilepsie Society, Seattle; 2008
    • M. Hartmann, A. Graef, H. Perko, Ch. Baumgartner, T. Kluge: "A Novel Method for the Characterization of Synchronization and Coupling in Multivariate EEG and ECoG"; Lecture: World Congress on Science, Engineering and Technology, Venice; 2008
    • H. Perko, M. Hartmann, K. Schindler, T. Kluge: "A novel synchronization measure for epileptic seizure detection based on Fourier series expansions"; Lecture: 4th European Congress for Medical and Biomedical Engineering 2008, Antwerpen, Belgien; 2008
    • H. Perko, Ch. Baumgartner, T. Kluge: "Epileptic Seizure Detection Utilizing a Novel Feature Sensitive to Synchronization and Energy"; Lecture: Annual Meeting of the American Epilepsie Society, Philadelphia; 2007;
    • H. Perko, Ch. Baumgartner, T. Kluge: "Online Algorithm for epileptic seizure detection"; Lecture: 2007 Annual Meeting of Swiss Society of Biomedical Engineering, Neuchâtel, Schweiz; 2007;
    • H. Perko, Ch. Baumgartner, T. Kluge: "Robust Epileptic Seizure Detection for Online Application"; Lecture: 41. Jahrestag der DGBMT - Deutsche Gesellschaft für Biomedizinische Technik im VDE, Aachen, Deutschland; 2007
    • H. Perko, Ch. Baumgartner, T. Kluge: "Online detection of epileptic seizures with adaptive parameter estimation"; Lecture: Annual Meeting of the American Clinical Neurophysiology Society, Chicago; 2006;
    • D. Schachinger, Ch. Baumgartner, T. Kluge: "Bivariate Phase Space Divergence: A Measure for the Automatic Detection and Anticipation of Epileptic Seizures in ECoG Data"; Lecture: International Special Topic Conference on Information Technology in Biomedicine, Ioannina, Greece; 2006

  • Source Localization

    • G. Gritsch, F. Fürbaß, M. Hartmann, H. Perko, and T. Kluge, “Fully automatic head modelling for EEG source imaging,” presented at the ACNS 2015 , Houston, 2015.
    • F. Fürbaß, G. Gritsch, H. Perko, M. Baumgartner, M. Hartmann, T. Kluge: "Automatic Onset Localization of Rhytmic EEG Patterns - A Proof of Concept"; Twenty-second Meeting of the European Neurological Society, Prag, 2012
    • G. Gritsch, M. Hartmann, H. Perko, F. Fürbaß, C. Baumgartner, T. Kluge: "Computer assisted seizure onset zone localization based on ictal EEG"; Talk at the 16th Congress of the European Federation of Neurological Societies, Stockholm, 2012
    • H. Perko, G. Gritsch, F. Fürbaß, M. Hartmann, Ch. Baumgartner, T. Kluge: "Using Ictal Activity for Automatic Source Localization in Epilepsy"; American Clinical Neurophysiology Society Annual Meeting, San Antonio, TX, USA; 2012
    • F. Fürbaß, G. Gritsch, H. Perko, M. Hartmann, P. Ossenblock, T. Kluge: "Source Localization Based on Ictal EEG"; EFNS Budapest, 2011
    • G. Gritsch, M. Hartmann, H. Perko, F. Fürbaß, P. Ossenblok, T. Kluge: "Automatic Detection of the Seizure Onset Zone based on ictal EEG"; 2011 Annual International Conference of the IEEE", IEEE, Boston, Massachsetts, USA, 2011
    • T. Kluge, M. Hartmann, H. Perko, F. Fürbaß, P. Ossenblock, G. Gritsch: "Automatic Localization of the Seizure Onset Zone: A Proof of Concept"; Annual Meeting of the American Epilepsie Society, Baltimore, MD, USA; 2011

  • Spike Detection

    • M. Weinkopf, H. Perko, M. Hartmann, G. Gritsch, T. Kluge: "Automatic spike detection with patient specific templates"; American Clinical Neurophysiology Society Annual Meeting, Miami, USA; 2013

  • Artifact detection and removal

    • Hartmann, M.M., Schindler, K., Gebbink, T.A., Gritsch, G., Kluge, T., 2014. PureEEG: Automatic EEG artifact removal for epilepsy monitoring. Neurophysiologie Clinique/Clinical Neurophysiology 44, 479–490. 
    • A. Skupch, M. Hartmann, H. Perko, F. Fürbaß, G. Gritsch, C. Baumgartner, T. Kluge: "Artifact detection in EEG using spatial distribution of signal energy"; 2012 BMES Annual Meeting, Atlanta, Georgia, USA; 2012.
    • D. Schachinger, K. Schindler, T. Kluge: "Automatic Reduction of Artifacts in EEG-Signals"; Vortrag: DSP2007, Cardiff/Wales/UK; 2007;

  • Brain Computer Interfaces

    • T. Kluge: "Brain-Computer-Interfaces: Can we read the mind?"; Invited Lecture: MEi:CogSci Conference 2009, Vienna; 2009.
    • M. Hartmann, T. Kluge: "Hidden Markov Models for SSVEP-based brain computer interfaces with decision-feedback training";
      2nd INCF Congress of Neuroinformatics, Pilsen, CZ; 2009
    • M. Hartmann, T. Kluge: "Phase Coherent Detection of Steady-State Evoked Potentials: Theory and Performance Analysis";
      Lecture: Third international IEEE EMBS Conference on Neural Engineering 2007, Hawaii; 2007
    • T. Kluge, M. Hartmann: "Phase Coherent Detection of Steady-State Evoked Potentials: Experimental Results and Application to Brain-Computer Interfaces"; Lecture: Third international IEEE EMBS Conference on Neural Engineering 2007, Hawaii; 2007

  • EEG monitoring in the ICU

    • F. Fürbass, M.M. Hartmann, J.J. Halford, J. Koren, J. Herta, A. Gruber, C. Baumgartner, T. Kluge , “Automatic detection of rhythmic and periodic patterns in critical care EEG based on American Clinical NeurophysiologySociety (ACNS) standardized terminology”, Clinical Neurophysiology 45(3):203-13, 2015.
    • J. Koren, J. Herta, S. Draschtak, G. Pötzl, S. Pirker, F. Fürbass, M. Hartmann, T. Kluge, and C. Baumgartner, “Prediction of rhythmic and periodic EEG patterns and seizures on continuous EEG with early epileptiform discharges,” Epilepsy & Behavior, May 2015.
    • J. Herta, J. Koren, F. Fürbass, M. Hartmann, T. Kluge, C. Baumgartner, and A. Gruber, “Prospective assessment and validation of rhythmic and periodic pattern detection in NeuroTrend: A new approach for screening continuous EEG in the intensive care unit,” Epilepsy & Behavior, May 2015.
    • F. Fuerbass, “Automatic Detection of Burst-Suppression Patterns in Scalp EEG,” presented at the ACNS 2015, Houston, 2015.

  • Thesis

    • A. Graef: "Nonstationary Autoregressive Modeling for Epileptic Seizure Propagation Analysis"; Betreuer/in(nen): T. Kluge, M. Deistler; Institut für Wirtschaftsmathematik TU Wien, 2008.


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