Publikationen Prof. Dr. Klaus Lehnertz: Buchkapitel
in press
Lehnertz K: "Seizure Prediction" In: Schwartzkroin P (ed.) Encyclopedia of Basic Epilepsy Research, Elsevier
Schwabedal JTC, Lehnertz K: Ein Verfahren zur modellassistierten Analyses des EEGs von Epilepsiepatienten. In: Malberg H, Sander-Thömmes T, Wessel N, Wolf W (eds.) Biosignalverarbeitung: Innovationen bei der Erfassung und Analyse bioelektrischer und biomagnetischer Signale; Beiträge zum Workshop Biosignalverarbeitung 2008, Potsdam, 16.-18.Juli 2008 Braunschweig [u.a.] : PTB, 2008, ISBN 978-3-9810021-7-1
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Lehnertz K, Bialonski S, Horstmann MT, Krug D, Rothkegel A, Staniek M, Wagner T (2009): Epilepsy. In: Schuster HG (ed.) Reviews of Nonlinear Dynamics and Complexity,
Krug D, Elger CE, Lehnertz K (2008): A CNN-based synchronization analysis for epileptic seizure prediction: Inter- and intraindividual generalization properties. In: Vilariño DL, Ferrer DC, Sánchez VMB (eds.) Proceedings of the 2008 11th International Workshop on Cellular Neural Networks and their Applications. IEEE-Press, Catalog No: CFP08CNN-CDR, ISBN 978-1-4244-2090-2, p.92-95
Chernihovskyi A, Elger CE, Lehnertz K (2008): Analysis of synchronization phenomena in human electroencephalograms with nonlinear excitable media. In: Vilariño DL, Ferrer DC, Sánchez VMB (eds.) Proceedings of the 2008 11th International Workshop on Cellular Neural Networks and their Applications. IEEE-Press, Catalog No: CFP08CNN-CDR, ISBN 978-1-4244-2090-2, p.81-85
Osterhage H, Bialonski S, Staniek M, Schindler K, Wagner T, Elger CE, Lehnertz K (2008):
"Bivariate and multivariate time series analysis techniques and their potential impact for seizure prediction." In: Schelter B, Timmer J, Schulze-Bonhage A (eds.) Seizure Prediction in Epilepsy: From Basic Mechanisms to Clinical Applications. Wiley-VCH, Weinheim, pp 189-208
Chernihovskyi A, Krug D, Elger CE, Lehnertz K (2008):
"Time Series Analysis with Cellular Neural Networks." In: Schelter B, Timmer J, Schulze-Bonhage A (eds.) Seizure Prediction in Epilepsy: From Basic Mechanisms to Clinical Applications. Wiley-VCH, Weinheim, pp 131-148
Prusseit J, Elger CE, Lehnertz K (2008):
"Characterizing the epileptic process with stochastic qualifiers of brain dynamics." In: Schelter B, Timmer J, Schulze-Bonhage A (eds.) Seizure Prediction in Epilepsy: From Basic Mechanisms to Clinical Applications. Wiley-VCH, Weinheim, pp 175-188
Horstmann MT, Müller A, Rothkegel A, Schwabedal J, Elger CE, Lehnertz K (2008):
"Impact of computational models for an improved understanding of ictogenesis: From single neurons to networks of neurons." In: Schelter B, Timmer J, Schulze-Bonhage A (eds.) Seizure Prediction in Epilepsy: From Basic Mechanisms to Clinical Applications. Wiley-VCH, Weinheim, pp 25-44
Mormann F, Lehnertz K, Elger CE (2008) "Preictal" predictors of epileptic seizures. In: Lüders H (ed.) Textbook of Epilepsy Surgery. Informa Healthcare, London UK, pp. 691-701.
Lehnertz K, Le Van Quyen M, Litt B. (2007) Seizure Prediction. In: J Engel & T Pedley (eds.) Epilepsy: A Comprehensive Textbook, 2nd Ed. Lippincott Williams & Wilkins, pp.1011-1024
Lehnertz K (2007). Nonlinear approaches to learning and memory. In: M. Akay (ed): Handbook of Neural Engineering. Wiley Intersciences, p. 627-633 (ISBN 0-978-0-470-05669-1)
Krug D, Chernihovskyi A, Osterhage H, Elger CE, Lehnertz K (2006): "Estimating generalized synchronization in brain electrical activity from epilepsy patients with cellular nonlinear networks". In: Tavsanoglu V, Arik S (Eds.) Proc. 10th IEEE International Workshop on Cellular Neural Networks and their Applications. IEEE-Press, Catalog No: 06TH8915, ISBN 1-4244-0639-0, p.68-72.
Chernihovskyi A, Elger CE, Lehnertz K (2006): "Effect of inhibitory diffusive coupling on frequency-selectivity of excitable media simulated with Cellular Neural Networks." In: Tavsanoglu V, Arik S (Eds.) Proc. 10th IEEE International Workshop on Cellular Neural Networks and their Applications. IEEE-Press, Catalog No: 06TH8915, ISBN 1-4244-0639-0, p.292-296.
Döhler F, Chernihovskyi A, Mormann F, Elger CE, Lehnertz K (2006): "Detecting structural alterations in the brain using a Cellular Neural Network based classification of magnetic resonance images." In: Tavsanoglu V, Arik S (Eds.) Proc. 10th IEEE International Workshop on Cellular Neural Networks and their Applications. IEEE-Press, Catalog No: 06TH8915, ISBN 1-4244-0639-0, p.297-300
Lehnertz K (2006): "Epilepsy: extreme events in the human brain." In: S. Albeverio, V. Jentsch, H. Kantz (eds.): Extreme Events in Nature and Society. Springer, Berlin, Heidelberg, New York, pp. 123-143
Andrzejak R, Kreuz T, Mormann F, Lehnertz K, Elger CE (2004): "Surrogate time series improve the capability of nonlinear measures to characterize the epileptic process" In: W. Klonowski (Ed.) Simplicity behind complexity. Proc. EUROATTRACTOR2002. Frontiers on Nonlinear Dynamics, Vol. 3., Pabst Science Publishers, Lengerich, Berlin, pp. 360-366.
Sowa R, Mormann F, Chernihovskyi A, Florin S, Elger CE, Lehnertz K (2004): "Estimating Synchronization in Brain Electrical Activity from Epilepsy Patients with Cellular Neuronal Networks". In T. Roska, M. Gili, B, Shi, A. Zarandy (Eds.): Proc. 8th IEEE International Workshop on Cellular Neural Networks and Applications (CNNA2004). Amulett'98 Kft, Budapest, Ungarn, ISBN: 963 311 357 1
Chernihovskyi A, Sowa R, Florin S, Elger CE, Lehnertz K (2004): "Pattern Recognition in Noisy and Non-stationary Time Series with Cellular Neural Networks". In T. Roska, M. Gili, B, Shi, A. Zarandy (Eds.): Proc. 8th IEEE International Workshop on Cellular Neural Networks and Applications (CNNA2004). Amulett'98 Kft, Budapest, Ungarn, ISBN: 963 311 357 1
Elger CE, Lehnertz K (2004) "Prediction of seizure occurrence by chaos analysis: Technique and therapeutic implications" In: F. Rosenow & H.O. Lüders (Eds.) Presurgical Assessment of the Epilepsies with Clinical Neurophysiology and Functional Imaging. Handbook of Clinical Neurophysiology Vol.3, pp.491-500
Grunwald T, Lehnertz K (2003): "Novelty detection and encoding for memory within the human hippocampal system." Proc. 1st International IEEE EMBS Conference on Neural Engineering. pp. 32-34
Lehnertz K (2003): "Nonlinear approaches to learning and memory." Proc. 1st International IEEE EMBS Conference on Neural Engineering. pp 38-38
Elger CE, Mormann F, Kreuz T, Andrzejak RG, Rieke C, Sowa R, Florin S, David P, Lehnertz K (2002): "Characterizing the spatio-temporal dynamics of the epileptogenic process with nonlinear EEG analysis." In: R. Tetzlaff (Ed.) Proc. 7th IEEE International Workshop on Cellular Neural Networks and Their Applications. World Scientific, Singapore, pp 228-242.
Lehnertz K (2002): "Seizure prediction techniques: robustness and performance issues." Proc. 2nd Joint EMBS/BMES Conference, pages 2037-2038, IEEE Press, ISBN: 0-7803-7612-9
Lehnertz K (2002): "Nonlinear EEG analysis in epilepsy: from basic research to clinical applications." Proc. 2nd Joint EMBS/BMES Conference, pages 25-27, IEEE Press, ISBN: 0-7803-7612-9
Lehnertz K (2002) "Nichtlineare EEG-Analysen." in S. Zschocke: Klinische Elektroenzephalographie. 2. Auflage, Springer, Berlin, pp.601-624.
Lehnertz K, Andrzejak RG, Kreuz T, Mormann F, Rieke C, David P, Elger CE (2002) "Analysis of EEG data in epilepsy" in: G. Nardulli & S. Stramaglia (Eds.): Modelling biomedical signals. World Scientific, Singapore, pp.17-27.
Lehnertz K (2001): "Seizure anticipation techniques: state of the art and future requirements." Proc. 23rd Annual International IEEE Conference on Engineering in Medicine & Biology (EMBS). IEEE Press
Lehnertz K (2001): "Nonlinear EEG analysis in epilepsy." Proc. 23rd Annual International IEEE Conference on Engineering in Medicine & Biology (EMBS). IEEE Press
Elger CE , Widman G, Andrzejak R, Dümpelmann M, Arnhold J, Grassberger P, Lehnertz K (2000): "Value of nonlinear time series analysis of the EEG in neocortical epilepsies" In: Williamson, P.D., Siegel, A.M., Roberts, D.W., Thadani, V.M., Gazzaniga, M.S. (Eds.) Neocortical epilepsies. Advances in Neurology. Philadelphia: Lippincott, Williams & Wilkins, pp. 317-330
Andrzejak RG, Widman G, Lehnertz K, David P, Elger CE (2000): "Nonlinear deterministic dynamics in seizure free EEG epochs as an indicator of the epileptogenic process. A comparison of three surrogate methods." In: Lehnertz, K., Arnhold, J., Grassberger, P., Elger, C.E. (Eds.) Chaos in Brain ?, World Scientific, Singapore, 340-343.
Arnhold J, Grassberger P, Lehnertz K, Elger CE (2000): "Detecting interdependences in intracranial EEG recordings of epilepsy patients." In: Lehnertz, K., Arnhold, J., Grassberger, P., Elger, C.E. (Eds.) Chaos in Brain ?, World Scientific, Singapore, 325-328.
Effern A, Lehnertz K, Grunwald T, David P, Elger CE (2000): "Nonlinear filtering in wavelet domain: application to single trial analysis of limbic P300 potentials." In: Lehnertz, K., Arnhold, J., Grassberger, P., Elger, C.E. (Eds.) Chaos in Brain ?, World Scientific, Singapore, 305-308.
Widman G, Rehberg B , Hoeft A, Lehnertz K, Elger CE (2000): "Correlation sums from EEG time series: a measure to quantify depth of anesthesia." In: Lehnertz, K., Arnhold, J., Grassberger, P., Elger, C.E. (Eds.) Chaos in Brain ?, World Scientific, Singapore, 275-278.
Lehnertz K, Andrzejak RG, Arnhold J, Widman G, Burr W, David P, Elger CE (2000): "Possible clinical and research applications of nonlinear EEG analysis in humans." In: Lehnertz, K., Arnhold, J., Grassberger, P., Elger, C.E. (Eds.) Chaos in Brain ?, World Scientific, Singapore, 134-155
Elger CE, Lehnertz K, Widman G (1998): "Interictal focus localization" In: Schmidt, D., Schacter, S.C. (Eds.) Epilepsy: problem solving in clinical practice. Martin Dunitz Publishers, London. 155-166.
Waberski TD, Buchner H, Lehnertz K, Hufnagel A, Fuchs M, Beckmann R, Rienäcker A (1997): "Source localization of temporal lobe epileptiform activity using realistically shaped head modeling." In: Witte, H., Zwiener, U., Schack, B., Döring, A. (Eds.): Quantitative and topological EEG and MEG analysis. Druckhaus Mayer-Verlag, Jena-Erlangen. 50-53.
Wienbruch C, Lehnertz K, Kowalik A, Elger CE, Elbert T, Hoke M (1995): "Noninvasive localization of methohexital-induced epileptiform activity." In: Baumgartner, C, Deecke, L., Stroink, G, Williamson, S (Eds.): Biomagnetism: Fundamental research and clinical applications, Bd.7 der Reihe: Studies in electromagnetics and mechanics, Elsevier, Amsterdam, 28-31.
Grunwald T, Elger CE, Lehnertz K, Helmstaedter C. Heinze H.J, Münte TF, Matzke M, Leonhard C (1995): "Intrakranielle kognitive Potentiale bei Gedächtnisprozessen." In: Lang, W., Deecke, L., Hopf, H.C. (Eds.): Topographische Diagnostik des Gehirns. Verhandlungen der Deutschen Gesellschaft für Neurologie, 9, 91-94.
Lehnertz K, Elger CE (1995): "Verlust der neuronalen Komplexität als möglicher Indikator für das spatio-temporale Ausmaß des epileptogenen Areals." In: Lang, W., Deecke, L., Hopf, H.C. (Eds.): Topographische Diagnostik des Gehirns. Verhandlungen der Deutschen Gesellschaft für Neurologie, 9, 324 - 328.
Lehnertz K, Elger CE, Grunwald T, Heinze HJ (1994): "Intrahippokampale Korrelate der P300." in Stefan, H. (Ed.) Epilepsie 93. Deutsche Sektion der Int. Liga gegen Epilepsie. Berlin, 228-232.
Wienbruch C, Lehnertz K, Kowalik A, Elger CE, Elbert T, Hoke M (1994): "Nichtinvasive Lokalisierung Methohexital-induzierter epilepsietypischer Aktivität." In: R.G. Müller, J. Erb (Eds.): Medizinische Physik 93. Jahrestagung der Deutschen Gesellschaft für Medizinsche Physik, 114-115.
Elger CE, Lehnertz K (1994): "Ictogenesis and Chaos" In: Wolf, P. (Ed.): Epileptic Seizures and Syndromes J. Libbey & Co, London, 547 - 552.
Lehnertz K, Elger CE, Hoke M (1992): "Magnetoenzephalographie - Anwendungsgebiete in der Neurologie." In: Elger, CE & Dengler, R. (Eds.): Jahrbuch der Neurologie 1992, 55-60.
Hoke M, Pantev C, Lütkenhöner B, Lehnertz K (1992): "Objective evidence of tinnitus in auditory evoked magnetic fields." In: Dancer, A.L., Henderson, D., Salvi, R.J., Hamerik, R.P. (Eds.): Noise-induced hearing loss. Mosby-Year Book, St. Louis, MO, 277-281
Lehnertz K (1992): "Influence of sampling rate and filtering on the correlation dimension of the human alpha EEG and MEG." In: Hoke, M., Erné, S.N., Okada, Y.C., Romani, G.L. (Eds.): Biomagnetism: Clinical Aspects, Excerpta Medica, Amsterdam, London, New York, Tokyo, 807-811.
Lütkenhöner B, Pantev C, Hoke M, Lehnertz K (1990): "Compression of biomagnetic data by combining linear predictive coding and Huffman coding." In: Williamson, S.J., Hoke, M., Stroink, G., Kotani, M. (Eds.): Advances in biomagnetism, Plenum Press, New York, 627-630.
Lehnertz K, Lütkenhöner B, Hoke M, Pantev C (1990): "Considerations on a spatio-temporal two-dipole model." In: Williamson, S.J., Hoke, M., Stroink, G., Kotani, M. (Eds.): Advances in biomagnetism, Plenum Press, New York, 563-566.
Hoke M, Feldmann H, Pantev C, Lütkenhöner B, Lehnertz K, Kumpf W (1990): "Objective evidence of tinnitus in auditory evoked magnetic fields." In: Williamson, S.J., Hoke, M., Stroink, G., Kotani, M. (Eds.): Advances in biomagnetism, Plenum Press, New York, 319-322.
Hoke M, Lehnertz K, Lütkenhöner B, Pantev C (1989): "Cortical auditory evoked magnetic fields: mapping of time and frequency domain aspects." In: Maurer, K. (Ed.): Topographic brain mapping of EEG and evoked potentials. Springer, Berlin, Heidelberg, New York, 537-564.
Elger CE, Hoke M, Lehnertz K, Pantev C, Lütkenhöner B, Anninos PA, Anogianakis G (1989): "Mapping of MEG amplitude spectra: its significance for the diagnosis in focal epilepsy." In: Maurer, K. (Ed.): Topographic brain mapping of EEG and evoked potentials. Springer, Berlin, Heidelberg, New York, 565-570.
Lehnertz K, Elger CE, Hoke M, Pantev C, Lütkenhöner B, Anninos PA, Anogianakis G (1989): "Two-dimensional spectral analysis of MEG data in epileptic patients." In: Manelis, J., Benral, E., Loeber, J.N. und Dreifuss, F.E. (Eds.): Advances in epileptology. Vol. 17, Raven Press, New York, 58-62
Hoke M, Lehnertz K, Pantev C, Lütkenhöner B (1988): "Spatiotemporal aspects of synergetic processes in the auditory cortex as revealed by the magnetoencephalogram." In: Basar, E. & Bullock, Th. (Eds.): Dynamics of cognitive and sensory processing in the brain. Springer, Berlin, Heidelberg, New York, 84-105
