{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T04:58:39Z","timestamp":1780635519951,"version":"3.54.1"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001795","name":"2021 University of Southern Queensland (UniSQ) Faculty Collaboration Grant","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001795","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Instrum. Meas."],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tim.2022.3217515","type":"journal-article","created":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T23:19:18Z","timestamp":1667517558000},"page":"1-11","source":"Crossref","is-referenced-by-count":58,"title":["A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG"],"prefix":"10.1109","volume":"71","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6100-4895","authenticated-orcid":false,"given":"Md. Nurul Ahad","family":"Tawhid","sequence":"first","affiliation":[{"name":"Institute for Sustainable Industries and Liveable Cities, Victoria University, Footscray, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2491-0546","authenticated-orcid":false,"given":"Siuly","family":"Siuly","sequence":"additional","affiliation":[{"name":"Institute for Sustainable Industries and Liveable Cities, Victoria University, Footscray, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5142-8654","authenticated-orcid":false,"given":"Tianning","family":"Li","sequence":"additional","affiliation":[{"name":"School of Sciences, University of Southern Queensland, Toowoomba, QLD, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2018.00095"},{"key":"ref32","first-page":"355","article-title":"Interpretable epilepsy detection in routine, interictal EEG data using deep learning","author":"uyttenhove","year":"2020","journal-title":"Machine Learning for Health"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab57c0"},{"key":"ref30","first-page":"1","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.103820"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2022.3180155"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2020.3008792"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2019.101702"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/945689"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3241056"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-78784-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/s21155145"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.05.019"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2018.10.010"},{"key":"ref18","article-title":"Continental generalization of an AI system for clinical seizure recognition","author":"yang","year":"2021","journal-title":"arXiv 2103 10900"},{"key":"ref19","author":"pereira","year":"2019","journal-title":"Resting-State Interictal EEG Recordings of Refractory Epilepsy Patients"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-47653-7","article-title":"EEG signal analysis and classification: Techniques and applications","author":"siuly","year":"2016","journal-title":"Health Information Science"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/computers4030265"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1049\/iet-smt.2018.5358"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2018915852"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2008.4408441"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0253094"},{"key":"ref29","first-page":"600","author":"sammut","year":"2010","journal-title":"Leave-One-Out Cross-Validation"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2021.3055956"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1049\/el.2020.2646"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.apacoust.2021.107941"},{"key":"ref1","year":"2021","journal-title":"Epilepsy"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2833746"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SPMB.2017.8257044"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-90888-1_16"},{"key":"ref21","author":"morley","year":"2016","journal-title":"10&#x2013;20 system EEG placement"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2020.3013429"},{"key":"ref23","first-page":"802","article-title":"Convolutional lstm network: A machine learning approach for precipitation nowcasting","author":"xingjian","year":"2015","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.01.017"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2020.3022715"}],"container-title":["IEEE Transactions on Instrumentation and Measurement"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/19\/9717300\/09931160.pdf?arnumber=9931160","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,28]],"date-time":"2022-11-28T19:24:10Z","timestamp":1669663450000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9931160\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/tim.2022.3217515","relation":{},"ISSN":["0018-9456","1557-9662"],"issn-type":[{"value":"0018-9456","type":"print"},{"value":"1557-9662","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}