{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T01:38:24Z","timestamp":1772933904789,"version":"3.50.1"},"reference-count":50,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11401806","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"1924-1933","source":"Crossref","is-referenced-by-count":0,"title":["Can EEG Foundation Models Help with Epileptic Seizure Prediction?"],"prefix":"10.1109","author":[{"given":"Xudong","family":"Guo","sequence":"first","affiliation":[{"name":"STEM, University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin","family":"Liu","sequence":"additional","affiliation":[{"name":"STEM, University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sha","family":"Lu","sequence":"additional","affiliation":[{"name":"STEM, University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiuyong","family":"Li","sequence":"additional","affiliation":[{"name":"STEM, University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thuc Duy","family":"Le","sequence":"additional","affiliation":[{"name":"STEM, University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jixue","family":"Liu","sequence":"additional","affiliation":[{"name":"STEM, University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"2","key":"ref1","first-page":"1","article-title":"Fundamentals of eeg measurement","volume":"2","author":"Teplan","year":"2002","journal-title":"Measurement science review"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab0ab5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2025.3556775"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI56570.2024.10635453"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2021.653659"},{"key":"ref6","article-title":"Large brain model for learning generic representations with tremendous eeg data in bci","volume-title":"The Twelfth International Conference on Learning Representations","author":"Jiang"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.52202\/075280-3420"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.52202\/079017-1239"},{"key":"ref9","article-title":"Eegformer: Towards transferable and interpretable large-scale eeg foundation model","volume-title":"AAAI 2024 Spring Symposium on Clinical Foundation Models","author":"Chen"},{"key":"ref10","article-title":"Eegpt: Unleashing the potential of eeg generalist foundation model by autoregressive pre-training","author":"Yue","year":"2024","journal-title":"arXiv preprint"},{"key":"ref11","article-title":"Lead: Large foundation model for eeg-based alzheimer\u2019s disease detection","author":"Wang","year":"2025","journal-title":"arXiv preprint"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(18)32596-0"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0000000000003509"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1159\/000503831"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1111\/j.0013-9580.2005.66104.x"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1186\/1687-6180-2014-183"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1111\/epi.14052"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2697920"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-15052-2"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2009.2017939"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2009.09.002"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2933046"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbe.2020.07.004"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2019.2929053"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.yebeh.2011.09.001"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.seizure.2019.08.006"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1144"},{"key":"ref28","article-title":"Fome: A foundation model for eeg using adaptive temporal-lateral attention scaling","author":"Shi","year":"2024","journal-title":"CoRR"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3346955"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/biomedicines10071551"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s13755-023-00239-6"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2024.107075"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/app12094158"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2025.3545265"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICAAIC60222.2024.10574916"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/NILES56402.2022.9942420"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/app15116279"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CBMS.2017.33"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1111\/j.1528-1167.2011.03138.x"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.04.018"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-024-05678-7"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2016.00196"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy064"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6579\/abc960"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1161\/01.CTR.101.23.e215"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23730"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2016.2627556"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TAMD.2015.2431497"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2022.119666"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2981017"}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11401806.pdf?arnumber=11401806","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T06:54:53Z","timestamp":1772866493000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11401806\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11401806","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}