{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:59:42Z","timestamp":1743029982256,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642547065"},{"type":"electronic","value":"9783642547072"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-642-54707-2_2","type":"book-chapter","created":{"date-parts":[[2014,3,12]],"date-time":"2014-03-12T06:14:43Z","timestamp":1394604883000},"page":"7-17","source":"Crossref","is-referenced-by-count":6,"title":["Brainatic: A System for Real-Time Epileptic Seizure Prediction"],"prefix":"10.1007","author":[{"given":"C\u00e9sar","family":"Teixeira","sequence":"first","affiliation":[]},{"given":"Gianpietro","family":"Favaro","sequence":"additional","affiliation":[]},{"given":"Bruno","family":"Direito","sequence":"additional","affiliation":[]},{"given":"Mojtaba","family":"Bandarabadi","sequence":"additional","affiliation":[]},{"given":"Hinnerk","family":"Feldwisch-Drentrup","sequence":"additional","affiliation":[]},{"given":"Matthias","family":"Ihle","sequence":"additional","affiliation":[]},{"given":"Catalina","family":"Alvarado","sequence":"additional","affiliation":[]},{"given":"Michel","family":"Le Van Quyen","sequence":"additional","affiliation":[]},{"given":"Bjorn","family":"Schelter","sequence":"additional","affiliation":[]},{"given":"Andreas","family":"Schulze-Bonhage","sequence":"additional","affiliation":[]},{"given":"Francisco","family":"Sales","sequence":"additional","affiliation":[]},{"given":"Vincent","family":"Navarro","sequence":"additional","affiliation":[]},{"given":"Ant\u00f3nio","family":"Dourado","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"5","key":"2_CR1","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1056\/NEJM200002033420503","volume":"342","author":"P. Kwan","year":"2000","unstructured":"Kwan, P., Brodie, M.J.: Early identification of refractory epilepsy. N. Engl. J. Med.\u00a0342(5), 314\u2013319 (2000)","journal-title":"N. Engl. J. Med."},{"issue":"8927","key":"2_CR2","doi-asserted-by":"publisher","first-page":"918","DOI":"10.1016\/S0140-6736(94)92270-5","volume":"344","author":"O.C. Cockerell","year":"1994","unstructured":"Cockerell, O.C., Hart, Y.M., Sander, J.W.A.S., Goodridge, D.M.G., Shorvon, S.D., Johnson, A.L.: Mortality from epilepsy: results from a prospective population-based study. The Lancet\u00a0344(8927), 918\u2013921 (1994)","journal-title":"The Lancet"},{"issue":"4","key":"2_CR3","doi-asserted-by":"publisher","first-page":"388","DOI":"10.1016\/j.yebeh.2010.05.008","volume":"18","author":"A. Schulze-Bonhage","year":"2010","unstructured":"Schulze-Bonhage, A., Sales, F., Wagner, K., Teotonio, R., Carius, A., Schelle, A., Ihle, M.: Views of patients with epilepsy on seizure prediction devices. Epilepsy and Behavior\u00a018(4), 388\u2013396 (2010)","journal-title":"Epilepsy and Behavior"},{"issue":"2","key":"2_CR4","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1093\/brain\/awl241","volume":"130","author":"F. Mormann","year":"2007","unstructured":"Mormann, F., Andrzejak, R.G., Elger, C.E., Lehnertz, K.: Seizure prediction: the long and winding road. Brain\u00a0130(2), 314\u2013333 (2007)","journal-title":"Brain"},{"issue":"1","key":"2_CR5","doi-asserted-by":"publisher","first-page":"13108","DOI":"10.1063\/1.2137623","volume":"16","author":"B. Schelter","year":"2006","unstructured":"Schelter, B., Winterhalder, M., Maiwald, T., Brandt, A., Schad, A., Schulze-Bonhage, A., Timmer, J.: Testing statistical significance of multivariate time series analysis techniques for epileptic seizure prediction. Chaos: An Interdisciplinary Journal of Nonlinear Science\u00a016(1), 013108 (2006)","journal-title":"Chaos: An Interdisciplinary Journal of Nonlinear Science"},{"issue":"12","key":"2_CR6","doi-asserted-by":"publisher","first-page":"2058","DOI":"10.1111\/j.1528-1167.2006.00848.x","volume":"47","author":"B. Schelter","year":"2006","unstructured":"Schelter, B., Winterhalder, M., Maiwald, T., Brandt, A., Schad, A., Timmer, J., Schulze-Bonhage, A.: Do false predictions of seizures depend on the state of vigilance? a report from two seizure-prediction methods and proposed remedies. Epilepsia\u00a047(12), 2058\u20132070 (2006)","journal-title":"Epilepsia"},{"key":"2_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1007\/978-3-540-87559-8_50","volume-title":"Artificial Neural Networks - ICANN 2008","author":"A. Dourado","year":"2008","unstructured":"Dourado, A., Martins, R., Duarte, J., Direito, B.: Towards personalized neural networks for epileptic seizure prediction. In: K\u016frkov\u00e1, V., Neruda, R., Koutn\u00edk, J. (eds.) ICANN 2008, Part II. LNCS, vol.\u00a05164, pp. 479\u2013487. Springer, Heidelberg (2008)"},{"key":"2_CR8","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1007\/978-3-540-85565-1_35","volume-title":"Knowledge-Based Intelligent Information and Engineering Systems","author":"R.P. Costa","year":"2008","unstructured":"Costa, R.P., Oliveira, P., Rodrigues, G., Leit\u00e3o, B., Dourado, A.: Epileptic seizure classification using neural networks with 14 features. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part II. LNCS (LNAI), vol.\u00a05178, pp. 281\u2013288. Springer, Heidelberg (2008)"},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Mirowski, P., LeCun, Y., Madhavan, D., Kuzniecky, R.: Comparing SVM and convolutional networks for epileptic seizure prediction from intracranial EEG. In: IEEE Workshop on Machine Learning for Signal Processing, MLSP 2008, pp. 244\u2013249 (October 2008)","DOI":"10.1109\/MLSP.2008.4685487"},{"issue":"5","key":"2_CR10","doi-asserted-by":"publisher","first-page":"1124","DOI":"10.1109\/TBME.2009.2038990","volume":"57","author":"L. Chisci","year":"2010","unstructured":"Chisci, L., Mavino, A., Perferi, G., Sciandrone, M., Anile, C., Colicchio, G., Fuggetta, F.: Real-time epileptic seizure prediction using AR models and support vector machines. IEEE Trans. Biomed. Eng.\u00a057(5), 1124\u20131132 (2010)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"2_CR11","first-page":"273","volume":"20","author":"C. Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support-vector networks. Mach. Learn.\u00a020, 273\u2013297 (1995)","journal-title":"Mach. Learn."},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Castellaro, C., Favaro, G., Salemi, G., Sarto, M., Rizzo, N.: Hardware for seizure prediction: Towards wearable devices to support epileptic people. In: 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, August 30-September 3, pp. 1628\u20131631 (2011)","DOI":"10.1109\/IEMBS.2011.6090470"},{"issue":"2","key":"2_CR13","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1016\/j.jneumeth.2011.07.002","volume":"200","author":"C. Teixeira","year":"2011","unstructured":"Teixeira, C., Direito, B., Feldwisch-Drentrup, H., Valderrama, M., Costa, R., Alvarado-Rojas, C., Nikolopoulos, S., Quyen, M.L.V., Timmer, J., Schelter, B., Dourado, A.: Epilab: A software package for studies on the prediction of epileptic seizures. Journal of Neuroscience Methods\u00a0200(2), 257\u2013271 (2011)","journal-title":"Journal of Neuroscience Methods"},{"key":"2_CR14","doi-asserted-by":"crossref","unstructured":"Aarabi, A., Fazel-Rezai, R., Aghakhani, Y.: EEG seizure prediction: Measures and challenges. In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2009, pp. 1864\u20131867 (September 2009)","DOI":"10.1109\/IEMBS.2009.5332620"},{"issue":"1","key":"2_CR15","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/j.compbiomed.2009.11.006","volume":"40","author":"P. Rajdev","year":"2010","unstructured":"Rajdev, P., Ward, M., Rickus, J., Worth, R., Irazoqui, P.: Real-time seizure prediction from local field potentials using an adaptive Wiener algorithm. Comput. Biol. Med.\u00a040(1), 97\u2013108 (2010)","journal-title":"Comput. Biol. Med."},{"issue":"3","key":"2_CR16","doi-asserted-by":"publisher","first-page":"569","DOI":"10.1016\/j.clinph.2004.08.025","volume":"116","author":"F. Mormann","year":"2005","unstructured":"Mormann, F., Kreuz, T., Rieke, C., Andrzejak, R.G., Kraskov, A., David, P., Elger, C.E., Lehnertz, K.: On the predictability of epileptic seizures. Clin. Neurophysiol.\u00a0116(3), 569\u2013587 (2005)","journal-title":"Clin. Neurophysiol."},{"issue":"3","key":"2_CR17","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1016\/0013-4694(70)90143-4","volume":"29","author":"B. Hjorth","year":"1970","unstructured":"Hjorth, B.: EEG analysis based on time domain properties. Electroencephalogr. Clin. Neurophysiol.\u00a029(3), 306\u2013310 (1970)","journal-title":"Electroencephalogr. Clin. Neurophysiol."},{"issue":"7","key":"2_CR18","doi-asserted-by":"publisher","first-page":"674","DOI":"10.1109\/34.192463","volume":"11","author":"S. Mallat","year":"1989","unstructured":"Mallat, S.: A theory for multiresolution signal decomposition: the wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a011(7), 674\u2013693 (1989)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"2_CR19","doi-asserted-by":"crossref","unstructured":"Daubechies, I.: Ten lectures on wavelets. In: CBMS-NSF Conference Series in Applied Mathematics, SIAM (1992)","DOI":"10.1137\/1.9781611970104"},{"issue":"8","key":"2_CR20","doi-asserted-by":"publisher","first-page":"1598","DOI":"10.1111\/j.1528-1167.2009.02497.x","volume":"51","author":"H. Feldwisch-Drentrup","year":"2010","unstructured":"Feldwisch-Drentrup, H., Schelter, B., Jachan, M., Nawrath, J., Timmer, J., Schulze-Bonhage, A.: Joining the benefits: Combining epileptic seizure prediction methods. Epilepsia\u00a051(8), 1598\u20131606 (2010)","journal-title":"Epilepsia"},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Schelter, B., Feldwisch-Drentrup, H., Ihle, M., Schulze-Bonhage, A., Timmer, J.: Seizure prediction in epilepsy: From circadian concepts via probabilistic forecasting to statistical evaluation. In: 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, August 30-September 3, pp. 1624\u20131627 (2011)","DOI":"10.1109\/IEMBS.2011.6090469"},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Teixeira, C., Direito, B., Bandarabadi, M., Dourado, A.: Output regularization of svm seizure predictors: Kalman filter versus the \u201cfiring power\u201d method. In: 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), August 28-September 1, pp. 6530\u20136533 (2012)","DOI":"10.1109\/EMBC.2012.6347490"},{"issue":"9","key":"2_CR23","doi-asserted-by":"publisher","first-page":"1669","DOI":"10.1111\/j.1528-1167.2012.03564.x","volume":"53","author":"J. Klatt","year":"2012","unstructured":"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\u00a053(9), 1669\u20131676 (2012)","journal-title":"Epilepsia"},{"issue":"1-2","key":"2_CR24","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.jneumeth.2013.03.019","volume":"217","author":"J. Rasekhi","year":"2013","unstructured":"Rasekhi, J., Mollaei, M.R., Bandarabadi, M., Teixeira, C.A., Dourado, A.: Preprocessing effects of 22 linear univariate features on the performance of seizure prediction methods. J. Neurosci. Methods\u00a0217(1-2), 9\u201316 (2013)","journal-title":"J. Neurosci. Methods"},{"key":"2_CR25","doi-asserted-by":"crossref","unstructured":"Bandarabadi, M., Dourado, A., Teixeira, C.A., Netoff, T.I., Parhi, K.K.: Seizure prediction with bipolar spectral power features using Adaboost and SVM classifiers. In: Conf. Proc. IEEE Eng. Med. Biol. Soc., pp. 6305\u20136308 (2013)","DOI":"10.1109\/EMBC.2013.6610995"},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Behbahani, S., Dabanloo, N.J., Nasrabadi, A.M., Teixseria, C.A., Dourado, A.: Pre-ictal heart rate variability assessment of epileptic seizures by means of linear and non-linear analyses (2013) [Epub ahead of print]","DOI":"10.5152\/akd.2013.237"}],"container-title":["Biosystems &amp; Biorobotics","Brain-Computer Interface Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-54707-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,14]],"date-time":"2023-02-14T12:58:14Z","timestamp":1676379494000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-54707-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783642547065","9783642547072"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-54707-2_2","relation":{},"ISSN":["2195-3562","2195-3570"],"issn-type":[{"type":"print","value":"2195-3562"},{"type":"electronic","value":"2195-3570"}],"subject":[],"published":{"date-parts":[[2014]]}}}