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Abteilung Epileptologie - EpilepsiezentrumKlinik für Neurochirurgie

EPILEPSIAE Database

European Epilepsy Database EPILEPSIAE

Im Rahmen des FP7-Projektes EPILEPSIAE wurde unter Leitung des Freiburger Epilepsiezentrums die derzeit weltweit umfassendste annotierte EEG-Datenbank mit Langzeitregistrierungen von Epilepsiepatienten etabliert. Diese Datenbank ist nunmehr auch bei Neuromaging informatics Tools registriert: https://www.nitrc.org/projects/epilepsiaedb/

Publications based on data from the EPILEPSIAE database:

1. Donos C, Malîia M, Dümpelmann M, Schulze-Bonhage A.
Seizure onset predicts its type.
Epilepsia 59(3) (2018): 650–660.

2. Manzouri F, Schulze-Bonhage A, Dümpelmann M, Heller S, Woias P.
Optimized Detector for Closed-loop Devices for Neurostimulation.
IEEE International Conference on Systems, Man, and Cybernetics, Banff, Canada, 2017; pp 2158-2163.

3. Le Douget JE, Fouad A, Maskani Filali M, Pyrzowski J, Le Van Quyen M.
Surface and intracranial EEG spike detection based on discrete wavelet decomposition and random forest classification. In: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
IEEE; 2017. p. 475–8

4. Direito B, Teixeira CA, Sales F, Castelo-Branco M, Dourado A.
A Realistic Seizure Prediction Study Based on Multiclass SVM.
Int J Neural Syst. 27(3) (2016);  1750006.

5. Meisel C, Plenz D, Schulze-Bonhage A, Reichmann H. Quantifying antiepileptic drug effects using intrinsic excitability measures.
Epilepsia 57(11) 2016; e210–e215

6. Ferastraoaru V, Schulze-Bonhage A, Lipton RB, Dümpelmann M, Legatt AD, Blumberg J, Haut SR.
Termination of seizure clusters is related to the duration of focal seizures.
Epilepsia 57(6) (2016):889–895.

7. Qaraqe M, Ismail M, Serpedin E, Zulfi H.
Epileptic seizure onset detection based on EEG and ECG data fusion.
Epilepsy Behav. 2016 Apr 5;58:48-60

8. Meisel C, Schulze-Bonhage A, Freestone D, Cook MJ, Achermann P, Plenz D.
Intrinsic excitability measures track antiepileptic drug action and uncover increasing/decreasing excitability over the wake/sleep cycle.
Proc Natl Acad Sci U S A. 2015 Nov 24;112(47):14694-9. doi: 10.1073/pnas.1513716112  

9. Wagenaar JB, Worrell GA, Zack I, Dümpelman M, Litt B, Schulze-Bonhage A.
Collaborating and sharing data in epilepsy research.
J Clin Neurophysiol. 2015 Jun;32(3):235-9. doi: 10.1097/WNP.0000000000000159  

10. Donos C, Dümpelmann M, Schulze-Bonhage A.
Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification.
Int J Neural Syst. 2015 Aug;25(5):1550023. doi: 10.1142/S0129065715500239  

11. Bandarabadi M, Rasekhi J, Teixeira CA, Netoff TI, Parhi KK, Dourado A.
Early Seizure Detection Using Neuronal Potential Similarity: A Generalized Low-Complexity and Robust Measure.
Int J Neural Syst. 2015 Aug;25(5):1550019. doi: 10.1142/S0129065715500197  

12. Bandarabadi M, Teixeira CA, Rasekhi J, Dourado A.
Epileptic seizure prediction using relative spectral power features.
Clin Neurophysiol. 2015 Feb;126(2):237-48. doi: 10.1016/j.clinph.2014.05.022  

13. Alexandre Teixeira C, Direito B, Bandarabadi M, Le Van Quyen M, Valderrama M, Schelter B, Schulze-Bonhage A, Navarro V, Sales F, Dourado A.
Epileptic seizure predictors based on computational intelligence techniques: a comparative study with 278 patients.
Comput Methods Programs Biomed. 2014 May;114(3):324-36. doi: 10.1016/j.cmpb.2014.02.007  

14. Alvarado-Rojas C, Valderrama M, Fouad-Ahmed A, Feldwisch-Drentrup H, Ihle M, Teixeira CA, Sales F, Schulze-Bonhage A, Adam C, Dourado A, Charpier S, Navarro V, Le Van Quyen M.
Slow modulations of high-frequency activity (40-140-Hz) discriminate preictal changes in human focal epilepsy.
Sci Rep. 2014 Apr 1;4:4545. doi: 10.1038/srep04545  

15. Klatt J, Feldwisch-Drentrup H, Ihle M, Navarro V, Neufang M, Teixeira C, Adam C, Valderrama M, Alvarado-Rojas C, Witon A, Le Van Quyen M, Sales F, Dourado A, Timmer J, Schulze-Bonhage A, Schelter B.
The EPILEPSIAE database: an extensive electroencephalography database of epilepsy patients.
Epilepsia. 2012 Sep;53(9):1669-76. doi: 10.1111/j.1528-1167.2012.03564.x  

16. Ihle M, Feldwisch-Drentrup H, Teixeira CA, Witon A, Schelter B, Timmer J, Schulze-Bonhage A. EPILEPSIAE - a European epilepsy database.
Comput Methods Programs Biomed. 2012 Jun;106(3):127-38. doi: 10.1016/j.cmpb.2010.08.011  

17. Feldwisch-Drentrup H, Ihle M, Quyen Mle V, Teixeira C, Dourado A, Timmer J, Sales F, Navarro V, Schulze-Bonhage A, Schelter B.
Anticipating the unobserved: prediction of subclinical seizures.
Epilepsy Behav. 2011 Dec;22 Suppl 1:S119-26. doi: 10.1016/j.yebeh.2011.08.023

Abteilung Prächirurgische Epilepsiediagnostik

- Epilepsiezentrum

Ärztlicher Leiter:
Prof. Dr. Schulze-Bonhage

Breisacher Str. 64
D-79106 Freiburg

Telefon: 0761 270 53660
Telefax: 0761 270 50030
E-Mail:
epilepsiezentrum@uniklinik-freiburg.de