{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T16:58:31Z","timestamp":1779382711778,"version":"3.53.1"},"reference-count":37,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1109\/bibm.2018.8621225","type":"proceedings-article","created":{"date-parts":[[2019,2,19]],"date-time":"2019-02-19T00:49:10Z","timestamp":1550537350000},"page":"2577-2582","source":"Crossref","is-referenced-by-count":39,"title":["Convolutional Neural Networks for Epileptic Seizure Prediction"],"prefix":"10.1109","author":[{"given":"Matthias","family":"Eberlein","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Raphael","family":"Hildebrand","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ronald","family":"Tetzlaff","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nico","family":"Hoffmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Levin","family":"Kuhlmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin","family":"Brinkmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jens","family":"Muller","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(13)70075-9"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eplepsyres.2013.06.007"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.09.017"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.04.018"},{"key":"ref37","author":"ioffe","year":"2015","journal-title":"arXiv 1502 03167"},{"key":"ref36","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"1927","DOI":"10.1016\/j.clinph.2009.09.002","article-title":"Classification of patterns of eeg synchronization for seizure prediction","volume":"120","author":"mirowski","year":"2009","journal-title":"Clinical Neurophysiology Official Journal of the International Federation of Clinical Neurophysiology"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2017.2700086"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.06.010"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1097\/WNP.0000000000000139","article-title":"Future of seizure prediction and intervention: closing the loop","volume":"32","author":"nagaraj","year":"2015","journal-title":"Journal of clinical neurophysiology Official publication of the American Electroencephalographic Society"},{"key":"ref12","first-page":"1","article-title":"Seizure prediction &#x2013; ready for a new era","author":"kuhlmann","year":"2018","journal-title":"Nature Reviews Neurology"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/aww091"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1016\/S0013-4694(97)00027-1","article-title":"Neuronal complexity loss in temporal lobe epilepsy: effects of carbamazepine on the dynamics of the epileptogenic focus","volume":"103","author":"lehnertz","year":"1997","journal-title":"Electroencephalography and Clinical Neurophysiology"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"2124","DOI":"10.1046\/j.1460-9568.2000.00088.x","article-title":"Spatio-temporal characterizations of non-linear changes in intracranial activities prior to human temporal lobe seizures","volume":"12","author":"le van quyen","year":"2008","journal-title":"European Journal of Neuroscience"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.76.041916"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2016.2553278"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MCAS.2012.2221519"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10867-008-9090-3"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.23919\/ELINFOCOM.2018.8330671"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awl241"},{"key":"ref27","article-title":"Automatic sleep stage scoring with single-channel eeg using convolutional neural networks","author":"tsinalis","year":"0","journal-title":"eprint arXiv 1610 01683"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"1388","DOI":"10.1016\/S0140-6736(11)60890-8","article-title":"The long-term outcome of adult epilepsy surgery, patterns of seizure remission, and relapse: a cohort study","volume":"378","author":"de tisi","year":"2011","journal-title":"Lancet (London England)"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1097\/00019052-200104000-00008","article-title":"Future trends in epileptology","volume":"14","author":"elger","year":"2001","journal-title":"Current Opinion in Neurology"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ebiom.2017.11.032"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1002\/9783527625192.ch1","article-title":"Unpredictability of seizures and the burden of epilepsy","author":"schulze-bonhage","year":"2008","journal-title":"Seizure Prediction in Epilepsy From Basic Mechanisms to Clinical Applications"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"810","DOI":"10.1212\/WNL.0000000000001280","article-title":"Long-term treatment with responsive brain stimulation in adults with refractory partial seizures","volume":"84","author":"bergey","year":"2015","journal-title":"Neurology"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/ncpneuro0750"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"314","DOI":"10.1056\/NEJM200002033420503","article-title":"Early identification of refractory epilepsy","volume":"342","author":"kwan","year":"2000","journal-title":"The New England Journal of Medicine"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"994","DOI":"10.1111\/epi.13740","article-title":"Brain-responsive neurostimulation in patients with medically intractable mesial temporal lobe epilepsy","volume":"58","author":"geller","year":"2017","journal-title":"Epilepsia"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"883","DOI":"10.1111\/j.1528-1167.2009.02481.x","article-title":"Estimation of the burden of active and life-time epilepsy: a meta-analytic approach","volume":"51","author":"ngugi","year":"2010","journal-title":"Epilepsia"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.yebeh.2011.09.001"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/aww045"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0081920"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awy210"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7471776"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aab2f2"}],"event":{"name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Madrid, Spain","start":{"date-parts":[[2018,12,3]]},"end":{"date-parts":[[2018,12,6]]}},"container-title":["2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8609864\/8621069\/08621225.pdf?arnumber=8621225","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T02:01:04Z","timestamp":1598234464000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8621225\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/bibm.2018.8621225","relation":{},"subject":[],"published":{"date-parts":[[2018,12]]}}}