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Publications

Related Books

1
Seizure Prediction in Epilepsy. From Basic Mechanisms to Clinical Applications, eds B. Schelter and J. Timmer and A. Schulze-Bonhage, Wiley VCH 2008. http://eu.wiley.com/WileyCDA/WileyTitle/productCd-3527407561.html ISBN: SBN: 978-3-527-40756-9

Publications in Peer Reviewed Journals

16 Hinnerk Feldwisch-Drentrup, Matthias Ihle, Michel Le Van Quyen , Cesar Teixeira, Antonio Dourado, Jens Timmer, Francisco Sales, Vincent Navarro, Björn Schelter, Andreas Schulze-Bonhage, Considering Circadian Rhythms for Seizure Prediction (submitted)
15 César Teixeira, Björn Schelter , Hinnerk Feldwisch-Drentrup, Bruno Direito, Mario Valderrama, Catalina Alvarado-Rojas, Francisco Ventura, Mathias Ihle, Francisco Sales, Vincent Navarro, Jens Timmer, Andreas Schulze-Bonhage, António Dourado, Michel Le Van Quyen, A multicenter study assessing feasibility of seizure prediction by machine learning techniques in 100 patients with partial epilepsy (submitted)
14 César.Teixeira, Bruno Direito, Hinnerk Feldwisch-Drentrup, Mario Valderrama, Rui P. Costa, Catalina Alvarado-Rojas, Stavros Nikolopoulos, Michel Le Van Quyen, Jens Timmer, Bjoern Schelter, António Dourado, EPILAB: A software package for Epileptic Seizures Prediction Studies Journal of Neuroscience Methods, 2011 Sep 15;200(2):257-71. http://dx.doi.org/10.1016/j.jneumeth.2011.07.002
13 Hinnerk Feldwisch-Drentrup, Matthaeus Staniek, Andreas Schulze-Bonhage, Jens Timmer, Henning Dickten, Christian E. Elger, Bjoern Schelter, Klaus Lehnertz, Identification of preseizure states in epilepsy: A data-driven approach for multichannel EEG recordings, Frontiers in Computational Neuroscience (2011) 5:32 (open access journal), http://dx.doi.org/10.3389/fncom.2011.00032
12 Hinnerk Feldwisch-Drentrup , Matthias Ihle , Michel Le Van Quyen , Cesar Teixeira, Antonio Dourado, Jens Timmer, Francisco Sales, Vincent Navarro, Andreas Schulze-Bonhage, Björn Schelter, Anticipating the unobserved: Prediction of subclinical seizures, Epilepsy & Behavior 22 (2011) S119–S126, DOI : 10.1016/j.yebeh.2011.08.023. http://dx.doi.org/10.1016/j.yebeh.2011.08.023
11 Hinnerk Feldwisch-Drentrup, Andreas Schulze-Bonhage, Jens Timmer, and Bjoern Schelter. Statistical validation of event predictors: A comparative study based on the field of seizure prediction., Physical Review E, Physical Review E (2011) 83:066704
10 Matthias Ihle, Hinnerk Feldwisch-Drentrup, Cesar A Teixeira, Adrien Witon, Bjoern Schelter, Jens Timmer, Andreas Schulze-Bonhage, EPILEPSIAE – A common database for research on seizure prediction. Computer Methods and Programs in Biomedicine in press
9
Andreas Schulze-Bonhage, Francisco Sales, Kathrin Wagner, Ruet Teotonio, Astrid Carius, Annette Schelle , Matthias Ihle, Views of patients with epilepsy on seizure prediction devices, in press Epilepsy and Behavior, (2011) 18:388–396, http://dx.doi.org/10.1016/j.yebeh.2010.05.008
8
Hinnerk Feldwisch-Drentrup, Björn Schelter, Michael Jachan, Jakob Nawrath, Jens Timmer, Andreas Schulze-Bonhage, Joining the Benefits: Combining Epileptic Seizure Prediction Methods, Epilepsia (2010) 51:1598-1606, DIGITAL OBJECT IDENTIFIER (DOI) 10.1111/j.1528-1167.2009.02497 http://www3.interscience.wiley.com/journal/123235446/abstract?CRETRY=1&SRETRY=0
7
CS.N. Nikolopoulos, M.A. Valderrama, V. Navarro and M. Le Van Quyen (2010) An assessment of HRV during deep sleep: Comparison between healthy subjects and epileptic patients. MEDICON 2010.
http://www.medicon2010.org/MEDICON_2010_20100413_SK.htm
6
M. Valderrama, S. Nikolopoulos, C. Adam, V. Navarro and M. Le Van Quyen (2010) Patient-specific seizure prediction using a multi-feature and multi-modal EEG-ECG classification. MEDICON 2010 http://www.medicon2010.org/MEDICON_2010_20100413_SK.htm
5
Crepon B, Navarro V, Hasboun D, Clemenceau S, Martinerie J, Baulac M, Adam C, Le Van Quyen M, (2010) Mapping interictal oscillations >200Hz recorded with intracranial macroelectrodes in human epilepsy. Brain 133; 33-45. http://www.ncbi.nlm.nih.gov/pubmed/19920064
4
M. Jachan, K. Henschel, J. Nawrath, A. Schad, J. Timmer, B. Schelter (2009), Inferring direct directed information flow from multivariate non-linear time series. Phys. Rev. E 80, 011138 http://pre.aps.org/abstract/PRE/v80/i1/e011138 URL:http://link.aps.org/doi/10.1103/PhysRevE.80.011138 DOI:10.1103/PhysRevE.80.011138
3
Costa, R.P., P. Oliveira, G. Rodrigues, B. Leitão and A. Dourado , Epileptic Seizure Classification Using Neural Networks With 14 Features , in Knowledge-Based Intelligent Information and Engineering Systems, LNAI Volume 5178/2008, 281-288, Springer Berlin /Heidelberger, 978-3-540-85564-4. http://www.springerlink.com/content/135727643n2pk526/ DOI 10.1007/978-3-540-85565-1_35 ISBN 978-3-540-85564-4
2
Dourado A , Martins R, J Duarte, B Direito, Towards Personalized Neural Networks for Epileptic Seizure Prediction. Artificial Neural Networks - ICANN 2008 ,LNCS Volume 5164/2008, 479-487 , 978-3-540-87558-1 http://www.springerlink.com/content/6l50455031t56415/ 10.1007/978-3-540-87559-8_50 ISBN 978-3-540-87558-1
1
Direito B, A Dourado, F Sales, M Vieira, An Application for Electroencephalogram Mining for Epileptic Seizure Prediction, In Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects , LNCS Volume 5077/2008 : 87-101 , Springer Berllin/Heidelberger, ISSN 0302-9743.http://www.springerlink.com/content/c6h564208812588j/ DOI:10.1007/978-3-540-70720-2_7 ISBN:978-3-540-70717-2

Full papers in Proceedings of Conferences with Peer Review

17

Bruno Direito, C´esar Teixeira, Ant´onio Dourado, On the benefits of Classical Multidimensional Scaling in Epileptic Seizure Prediction Studies, Proc. 1st Portuguese Meeting in Bioengineering, February 2011 Portuguese chapter of IEEE EMBS, DOI: 10.1109/ENBENG.2011.6026063 

16

António Dourado, César Teixeira, Bruno Leitão, Mojtaba Bandarabadi, Francisco Ventura, Jalil Raseki, Data mining and classification in Electroencephalogram features space for epileptic seizure prediction (abstract, Invited Plenary Lecture), ISCIES2011, Coimbra.

15 F. Ventura, C. A. Teixeira, A. Dourado, Multiobjective support vector machines optimization for epileptic seizure prediction , Pan American Conference on Biomedical Engineering March 28 -April 1 2011 , On page(s): 57 - 57 , Location: Rio de Janeiro  Print ISBN: 978-1-61284-915-7 DOI: 10.1109/PAHCE.2011.5871847. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5871847
14

Mojtaba Bandarabadi, Cesar A. Teixeira, Francisco Sales, Antonio Dourado, Wepilet, Optimal Orthogonal Wavelets for Epileptic Seizure Prediction with one Single Surface Channel, Engineering in Medicine and Biology Society,EMBC, 2011  Annual International Conference of the IEEE  DOI:  10.1109/IEMBS.2011.6091784,  2011 , Page(s): 7059 – 7062.

13

Bruno Direito, Francisco Ventura, César Teixeira, and António Dourado, Optimizing Feature Subsets for Epileptic Seizure Prediction Studies, , Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE DOI: 10.1109/IEMBS.2011.6090472, 2011 , Page(s): 1636 – 1639.

11

Bruno Direito, João Duarte , Cesar Teixeira, Bjoern Schelter, Michel Le Van Quyen, Andreas Schulze-Bonhage, Francisco Sales, Antonio Dourado, Feature selection in high dimensional EEG features spaces for epileptic seizure prediction, Proceedings of IFAC World Congress 2011, Milano Auguts 28 Sept 2, 2011,Vol. 18, Part 1 http://www.ifac-papersonline.net/Detailed/49523.html  DOI: 10.3182/20110828-6-IT-1002.03331

10

Catalina Alvarado-Rojas, Mario Valderrama, Adrien Witon, Vincent Navarro, Michel Le Van Quyen , Probing cortical excitability using cross-frequency coupling in intracranial EEG recordings: a new method for seizure prediction , Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE  DOI: 10.1109/IEMBS.2011.6090471,  2011 , Page(s): 1632 – 1635

9

Cipriano Castellaro, Gianpietro Favaro , Hardware for Seizure Prediction: Towards Wearable Devices to Support Epileptic People ,, Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE ,  DOI: 10.1109/IEMBS.2011.6090470, 2011 , Page(s): 1628 - 1631

8

Bjorn Schelter, Hinnerk Feldwisch, Matthias Ihle, Andreas Schulze-Bonhage, Jens Timmer, Seizure Prediction in Epilepsy: From circadian concepts via probabilistic forecasting to statistical evaluation,, Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE ,  DOI: 10.1109/IEMBS.2011.6090469,  2011 , Page(s): 1624 – 1627.

7

C. A. Teixeira, B. Direito, R. P. Costa, M. Valderrama, H. Feldwisch-Drentrup, S. Nikolopoulos M. Le Van Quyen, B. Schelter and A. Dourado (2010),A Computational Environment for Long-Term Multi-Feature and Multi-Algorithm Seizure Prediction, 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, August 31 - September 4, 2010, p. 6341 – 6344. DOI 10.1109/IEMBS.2010.5627637

6

André Ventura, João Franco, João Ramos, Bruno Direito, António Dourado, Epileptic Seizure Prediction and The Dimensionality Reduction Problem, Proceed. 19th ICANN 2009, Limassol , Cyprus, September 14-17, LNCS no 5769 Part II pp 1-9, Springer, 2009.

http://www.springerlink.com/content/1375q10088741rg2/ DOI 10.1007/978-3-642-04277-5_1 ISBN: 978-3-642-04276-8

5

Nikolopoulos S, Valderrama M, Eftaxias C, Le Van Quyen M, Identifying critical phenomena by analysis of experimental timeseries, Trends in Complex Systems International Workshop on Extreme Events: Theory, Observations, Modeling, and Prediction,Palma de Mallorca, November 10 - 14, 2008

4

Direito B, A Dourado, M Vieira, F Sales, Classification of Epileptic EEG Data Using multidimensional Scaling, 2008. ICBBE 2008, The 2nd International Conference on Bioinformatics and Biomedical Engineering, Shanghai 16-18 May 2008 Page(s):551 – 555 Digital Object Identifier 10.1109/ICBBE.2008.134 IEEE Press ISBN: 978-1-4244-1747-6 http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=04535014

3

Jachan M, Nawrath J, Henschel K, Schad A, Guschlbauer B, Amtage F, Hellwig B, Luecking CH, J. Timmer, and Schelter B, Non-parametric directed transfer function and its application to tremor time series, Biosignalverarbeitung, 2008.

2

Jachan M, Feldwisch genannt Drentrup H, Posdziech F, Brandt A, Altenmueller DM, Schulze-Bonhage A, Timmer J, and Schelter B., Probabilistic forecasts of epileptic seizures and evaluation by the Brier-score, MBEC 2008. http://www.springerlink.com/content/t7t0187v36886229/ DOI:10.1007/978-3-540-89208-3_405 ISBN: 978-3-540-89207-6

1 Direito B , A Dourado, M Vieira, F Sales, Combining Energy and Wavelet Transform for Epileptic Seizure Prediction in an Advanced Computational System. In Proceedings of the 2008 International Conference on Biomedical Engineering and informatics - Volume 02, BMEI 2008: 380-385 IEEE Computer Society ISBN:978-0-7695-3118-2 http://www.computer.org/portal/web/csdl/doi/10.1109/BMEI.2008.276

Awards

   
2

Best 10% poster award

Schulze-Bonhage A, Ihle M, Le van Quyen M, Sales F, Dourado A: A European database of clinical and EEg data from patients with epilepsy., Best 10% Poster Award, 64th Annual Meeting of the American Epilepsy Society, 3.-7. Dezember 2010, in San Antonio, TX, American Epilepsy Society, 2010.

1

Best paper award for:

"Challenging Brain-Computer Interface: the FP7 Epilepsiae Project", authored by António Dourado, University of Coimbra, Portugal; Michel Le Van Quyen, LENA-CNRS, France; Björn Schelter, Albert Ludwigs University, Germany; Gianpietro Favaro, Micromed, SpA, Italy; Andreas Schulz-Bonhage, University Hospital, Germany; and Francisco Sales, University Hospital, Portugal by Hon. J.C. Alintuma Nsambu, Minister of State, Ministry of ICT, Uganda. http://www.ist-africa.org/conference2009/ ISBN: ISBN: 978-1-905824-11-3

Proceedings & Book Contributions & Abstracts & Conferences

 22 B. Direito, R. P. Costa, H. Feldwisch, M. Valderrama,S. Nikolopoulos, B. Schelter, M. Jachan, C. A. Teixeira, L. Aires, J. Timmer, M. Le Van Quyen, and A. Dourado (2010), EPILAB: A MATLAB Platform for Multifeature and Multialgorithm Seizure Prediction, . In book Epilepsy: The Intersection of Neurosciences, Biology, Mathematics, Engineering and Physics, Chap 30, pp.417-427, Elsevier
 21   P. Almeida, P. Gomes, F. Sales, A. Nogueira, A. Dourado (2010), Ontology and Knowledge Management System on Epilepsy and Epileptic Seizures, Proceedings of the Workshop on Semantic Web Applications and Tools for Life Sciences, Berlin, Germany, December 10, 2010, Edited by Albert Burger and col., paper 31 (poster 14). http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-698/poster14.pdf
 20 C. A. Teixeira, B. Direito, R. P. Costa, M. Valderrama, H. Feldwisch-Drentrup, S. Nikolopoulos M. Le Van Quyen, B. Schelter and A. Dourado (2010),A Computational Environment for Long-Term Multi-Feature and Multi-Algorithm Seizure Prediction,32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, August 31 - September 4, 2010, p. 6341 – 6344. DOI 10.1109/IEMBS.2010.5627637  .
19 B. Crépon, M. Valderrama, C. Alvarado-Rojas, V. Navarro and M. Le Van Quyen (2010) A micro and macro analysis of high frequency oscillations in the human brain. Book, 4th international workshop on seizure prediction. http://www.iwsp4.org/posters.htm
18 C. Alvarado-Rojas, M. Valderrama, G. Huberfeld, M. Le Van Quyen (2010) Preictal spikes in the hippocampus of patients with mesial temporal lobe epilepsy. Book, 4th international workshop on seizure prediction. http://www.iwsp4.org/posters.htm
17 Perseguindo a ambição de prever as crises epilépticas (Pursuiting the ambition to predict epileptic seizures), Mundo Médico, Ano 11, nº 65, Julho-Agosto 2009, pp. 138. http://www.jasfarma.pt/publicacao.php?publicacao=mm&numero=65
16 André Ventura, João Franco, João Ramos, Bruno Direito, António Dourado, Epileptic Seizure Prediction and The Dimensionality Reduction Problem, Proceed. 19th ICANN 2009, Limassol , Cyprus, September 14-17, LNCS no 5769 Part II pp 1-9, Springer, 2009.
http://www.springerlink.com/content/1375q10088741rg2/ DOI 10.1007/978-3-642-04277-5_1 ISBN: 978-3-642-04276-8
15 C. A. Teixeira, R. Costa, B. M. Direito, F. Sales and A. Dourado, Low-Complex TD-RBF and TD-SVM Seizures Predictors Based on EEG Energy and ECG Entropy, The Fourth International Workshop on Seizure Prediction, June 6, 2009 , Kansas City, USA. http://www.iwsp4.org/posters.htm
14 António DOURADO, Michel LE VAN QUYEN, Björn SCHELTER, Gianpietro FAVARO, Francisco SALES, Vincent NAVARRO, Andreas SCHULZE-BONHAGE, EPILEPSIAE- Evolving Platform for Improving Living Expectation of Patients Suffering from IctAl Events, The Fourth International Workshop on Seizure Prediction, June 6, 2009 , Kansas City, USA. http://www.iwsp4.org/posters.htm
13 B. Direito, R. P. Costa, H. Feldwisch, M. Valderrama, S. Nikolopoulos, B. Schelter, M. Jachan, C. A. Teixeira, L. Aires, J. Timmer, M. Le Van Quyen, A. Dourado, EPILAB: A Matlab® Platform for Multi-Feature and Multi-Algorithm Seizure Prediction Studies, The Fourth International Workshop on Seizure Prediction, June 6, 2009 , Kansas City, USA.http://www.iwsp4.org/posters.htm
12 Nikolopoulos S, Valderrama M, Eftaxias C, Le Van Quyen M, Identifying critical phenomena by analysis of experimental timeseries, Trends in Complex Systems International Workshop on Extreme Events: Theory, Observations, Modeling, and Prediction,Palma de Mallorca, November 10 - 14, 2008
11 Schulze-Bonhage A, Schelter B, LeVanQuyen M., Sales, F., Dourado A, A European database for seizure prediction, In Proceedings of the 8th European Congress of Epileptology, 8th ECE: 93, ILAE-CEA, Berlin Sept 21-25, 2008. http://cme.medscape.com/viewcollection/17484
10 Dourado, A, LeVanQuyen, M, Schelter B, Favaro G, Schulze-Bonnage A, Sales F, Navarro V., EPILEPSIAE- evolving platform for improving living expectations of patients suffering from ictal events, In Proceedings of the 8th European Congress of Epileptology, 8th ECE: 228, ILAE-CEA, Berlin Sept 21-25, 2008. http://cme.medscape.com/viewcollection/17484
9 Feldwisch Genannt Drentrup H, Schelter B, Nawrath J, Jachan M, Sandner R, Brandt A, Timmer J, and Schulze-Bonhage A: Predicting epileptic seizures: An assessment of two different kinds to combine prediction methods. 8th European Congress on Epileptology, Berlin. September 21th to 25th, 2008. http://cme.medscape.com/viewcollection/17484
8 Direito B, R Martins, R Costa, A. Dourado, Francisco Sales, Marco Vieira: Computational Intelligence Algorithms for Seizure Prediction, In Proceedings of the 8th European Congress of Epileptology, 8th ECE: 228, ILAE-CEA, Berlin Sept 21-25, 2008. http://cme.medscape.com/viewcollection/17484
7
Direito B, A Dourado, M Vieira, F Sales, Classification of Epileptic EEG Data Using multidimensional Scaling, 2008. ICBBE 2008, The 2nd International Conference on Bioinformatics and Biomedical Engineering, Shanghai 16-18 May 2008 Page(s):551 – 555 Digital Object Identifier 10.1109/ICBBE.2008.134 IEEE Press ISBN: 978-1-4244-1747-6 http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=04535014
6 Jachan M, Nawrath J, Henschel K, Schad A, Guschlbauer B, Amtage F, Hellwig B, Luecking CH, J. Timmer, and Schelter B, Non-parametric directed transfer function and its application to tremor time series, Biosignalverarbeitung, 2008.
5 Jachan M, Feldwisch genannt Drentrup H, Schelter B, and Timmer J, The History of Seizure Prediction, in Seizure Prediction in Epilepsy. From Basic Mechanisms to Clinical Applications, eds B. Schelter and J. Timmer and A. Schulze-Bonhage, Wiley VCH 2008. http://eu.wiley.com/WileyCDA/WileyTitle/productCd-3527407561.html ISBN: SBN: 978-3-527-40756-9
4 Jachan M, Feldwisch genannt Drentrup H, Posdziech F, Brandt A, Altenmueller DM, Schulze-Bonhage A, Timmer J, and Schelter B., Probabilistic forecasts of epileptic seizures and evaluation by the Brier-score, MBEC 2008. http://www.springerlink.com/content/t7t0187v36886229/ DOI:10.1007/978-3-540-89208-3_405 ISBN: 978-3-540-89207-6
3 Direito B , A Dourado, M Vieira, F Sales, Combining Energy and Wavelet Transform for Epileptic Seizure Prediction in an Advanced Computational System. In Proceedings of the 2008 International Conference on Biomedical Engineering and informatics - Volume 02, BMEI 2008: 380-385 IEEE Computer Society ISBN:978-0-7695-3118-2 http://www.computer.org/portal/web/csdl/doi/10.1109/BMEI.2008.276
2 Ihle M, Feldwisch H, Jachan M, Schelter B, Schulze-Bonhage A and Timmer J (2008). The EPILEPSIAE database for European research on seizure prediction in epilepsy. Frontiers in Neuroinformatics. Conference Abstract: Neuroinformatics 2008. http://frontiersin.org/conferences/individual_abstract_listing.php?conferid=2&pap=382&ind_abs=1&q=15 DOI:10.3389/conf.neuro.11.2008.01.111
1 Feldwisch H, Ihle M, Jachan M, Schelter B, Schulze-Bonhage A and Timmer J (2008). Prediction of epileptic seizures and validation of prediction performances as part of the European "EPILEPSIAE" project. Frontiers in Neuroinformatics. Conference Abstract: Neuroinformatics 2008. http://frontiersin.org/conferences/individual_abstract_listing.php?conferid=2&pap=468&ind_abs=1&pg=1 DOI:10.3389/conf.neuro.11.2008.01.113

Related Publications in Peer Reviewed Journals

1 Thomas Maiwald, Julie Blumberg, Jens Timmer, Andreas Schulze-Bonhage, Are prodromes preictal events? A prospective PDA-based study, Epilepsy & Behavior (2011) , in press
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