{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T11:20:35Z","timestamp":1772104835507,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100002383","name":"King Saud University","doi-asserted-by":"publisher","award":["RGP-1436-023"],"award-info":[{"award-number":["RGP-1436-023"]}],"id":[{"id":"10.13039\/501100002383","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2018]]},"DOI":"10.1109\/access.2018.2859267","type":"journal-article","created":{"date-parts":[[2018,7,24]],"date-time":"2018-07-24T22:07:28Z","timestamp":1532470048000},"page":"45372-45383","source":"Crossref","is-referenced-by-count":25,"title":["Automatic Seizure Detection in a Mobile Multimedia Framework"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9781-3969","authenticated-orcid":false,"given":"Ghulam","family":"Muhammad","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6019-7245","authenticated-orcid":false,"given":"Mehedi","family":"Masud","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Syed Umar","family":"Amin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roobaea","family":"Alrobaea","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed F.","family":"Alhamid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICAC.2016.57"},{"key":"ref38","first-page":"178","article-title":"Learning robust features using deep learning for automatic seizure detection","volume":"56","author":"thodoroff","year":"2016","journal-title":"Proc 1st Mach Learn Healthcare Conf"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CONTROL.2016.7737620"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7471776"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3107411.3107419"},{"key":"ref30","first-page":"1","article-title":"Deep belief networks used on high resolution multichannel electroencephalography data for seizure detection","author":"turner","year":"2014","journal-title":"Proc AAAI Spring Symp"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"2196","DOI":"10.1109\/TBME.2016.2631620","article-title":"Semi-supervised stacked label consistent autoencoder for reconstruction and analysis of biomedical signals","volume":"64","author":"majumdar","year":"2017","journal-title":"IEEE Trans Biomed Eng"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICCChina.2016.7636897"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/703816"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944546"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/UEMCON.2017.8248992"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2016.7906022"},{"key":"ref11","article-title":"Application of machine learning to epileptic seizure onset detection and treatment","author":"shoeb","year":"2009"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"2280","DOI":"10.1016\/j.clinph.2004.05.018","article-title":"Seizure detection: Evaluation of the reveal algorithm","volume":"115","author":"wilson","year":"2004","journal-title":"Clin Neurophysiol"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"1761","DOI":"10.1111\/j.1528-1167.2011.03138.x","article-title":"Seizure prediction with spectral power of EEG using cost-sensitive support vector machines","volume":"52","author":"park","year":"2011","journal-title":"Epilepsia"},{"key":"ref14","first-page":"186","article-title":"Principal component analysis-based neural network with fuzzy membership function for epileptic seizure detection","author":"fatichah","year":"2014","journal-title":"Proc 10th Int Conf Natural Comput (ICNC)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/13\/2\/026018"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1049\/iet-spr.2013.0288"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2015.2505238"},{"key":"ref18","article-title":"Seizure detection using FFT, temporal and spectral correlation coefficients, eigenvalues and random forest","author":"hills","year":"2014"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.aci.2015.01.001"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953343"},{"key":"ref4","first-page":"1","article-title":"Smart healthcare monitoring: A voice pathology detection paradigm for smart cities","author":"hossain","year":"2018","journal-title":"Multimedia Syst"},{"key":"ref27","author":"bashivan","year":"2016","journal-title":"Learning representations from EEG with deep recurrent-convolutional neural networks"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2004.828888"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2712788"},{"key":"ref29","author":"pramod","year":"2014","journal-title":"Detecting epileptic seizures from eeg data using neural networks"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84628-644-5"},{"key":"ref8","first-page":"244","article-title":"Functional dementia assessment using a video monitoring system: Proof of concept","volume":"10","author":"mulin","year":"2012","journal-title":"Gerontechnology"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700817"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2626316"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700790"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/858712"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s12193-015-0207-2"},{"key":"ref20","first-page":"325","article-title":"Context-learning based electroencephalogram analysis for epileptic seizure detection","author":"xun","year":"2015","journal-title":"Proc IEEE Int Conf Bioinf Bioeng"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.7721741"},{"key":"ref48","author":"abe","year":"2005","journal-title":"Support Vector Machines for Pattern Classification"},{"key":"ref22","article-title":"Automated epileptic seizure detection methods: A review study","author":"alexandros","year":"2012","journal-title":"Epilepsy&#x2014;Histological Electroencephalographic and Psychological Aspects"},{"key":"ref47","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":"ref21","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0173138"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.02.016"},{"key":"ref24","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in Neural Information Processing Systems 25"},{"key":"ref41","doi-asserted-by":"crossref","DOI":"10.1155\/2014\/450573","article-title":"Detection of epileptic seizure event and onset using EEG","volume":"2014","author":"ahammad","year":"2014","journal-title":"Biomed Res Int"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2016.2598335"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/MSPCT.2011.6150470"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2016.7738824"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1177\/1550059417744890"},{"key":"ref25","article-title":"Convolutional networks for images, speech, and time series","author":"lecun","year":"1995","journal-title":"The Handbook of Brain Theory and Neural Networks"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8274985\/08418687.pdf?arnumber=8418687","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T10:54:39Z","timestamp":1643194479000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8418687\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/access.2018.2859267","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]}}}