{"id":"https://openalex.org/W2883257746","doi":"https://doi.org/10.1109/access.2018.2859267","title":"Automatic Seizure Detection in a Mobile Multimedia Framework","display_name":"Automatic Seizure Detection in a Mobile Multimedia Framework","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2883257746","doi":"https://doi.org/10.1109/access.2018.2859267","mag":"2883257746"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2859267","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2859267","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2859267","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080711681","display_name":"Ghulam Muhammad","orcid":"https://orcid.org/0000-0002-9781-3969"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ghulam Muhammad","raw_affiliation_strings":["Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-9781-3969","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045359397","display_name":"Mehedi Masud","orcid":"https://orcid.org/0000-0001-6019-7245"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mehedi Masud","raw_affiliation_strings":["Department of Computer Science, Taif University, Taif, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6019-7245","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007931218","display_name":"Syed Umar Amin","orcid":"https://orcid.org/0000-0002-4718-0155"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Syed Umar Amin","raw_affiliation_strings":["Taif University, Taif, SA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taif University, Taif, SA","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112215950","display_name":"Roobaea Alrobaea","orcid":null},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Roobaea Alrobaea","raw_affiliation_strings":["Department of Computer Science, Taif University, Taif, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072017302","display_name":"Mohammed F. Alhamid","orcid":"https://orcid.org/0000-0003-1392-1426"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed F. Alhamid","raw_affiliation_strings":["Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.601,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.89744245,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"45372","last_page":"45383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7940822839736938},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7186302542686462},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5651084184646606},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5135350227355957},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.47697243094444275},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47623541951179504},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4737444818019867},{"id":"https://openalex.org/keywords/multimedia-database","display_name":"Multimedia database","score":0.4155791997909546},{"id":"https://openalex.org/keywords/healthcare-industry","display_name":"Healthcare industry","score":0.41549164056777954},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38741374015808105},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35463887453079224},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3211551308631897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30583035945892334},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1409621238708496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08225521445274353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7940822839736938},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7186302542686462},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5651084184646606},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5135350227355957},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.47697243094444275},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47623541951179504},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4737444818019867},{"id":"https://openalex.org/C2779061030","wikidata":"https://www.wikidata.org/wiki/Q12038942","display_name":"Multimedia database","level":2,"score":0.4155791997909546},{"id":"https://openalex.org/C2989086416","wikidata":"https://www.wikidata.org/wiki/Q15067276","display_name":"Healthcare industry","level":3,"score":0.41549164056777954},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38741374015808105},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35463887453079224},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3211551308631897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30583035945892334},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1409621238708496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08225521445274353},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2859267","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2859267","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e68c9218e14c4c4fb85f89d921ec0fe5","is_oa":true,"landing_page_url":"https://doaj.org/article/e68c9218e14c4c4fb85f89d921ec0fe5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 45372-45383 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2859267","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2859267","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G7980148855","display_name":null,"funder_award_id":"RGP-1436-023","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1483212964","https://openalex.org/W1503196035","https://openalex.org/W1538131130","https://openalex.org/W1556131344","https://openalex.org/W1566689562","https://openalex.org/W1741757623","https://openalex.org/W1973525977","https://openalex.org/W2056349259","https://openalex.org/W2070847319","https://openalex.org/W2073135166","https://openalex.org/W2074804320","https://openalex.org/W2092168252","https://openalex.org/W2119882642","https://openalex.org/W2163605009","https://openalex.org/W2165681028","https://openalex.org/W2171944238","https://openalex.org/W2211296976","https://openalex.org/W2249570950","https://openalex.org/W2279742991","https://openalex.org/W2287806398","https://openalex.org/W2288112950","https://openalex.org/W2295774550","https://openalex.org/W2335311150","https://openalex.org/W2402787549","https://openalex.org/W2490215499","https://openalex.org/W2498262529","https://openalex.org/W2503986698","https://openalex.org/W2522800272","https://openalex.org/W2538707956","https://openalex.org/W2546701850","https://openalex.org/W2552697641","https://openalex.org/W2553015255","https://openalex.org/W2553493230","https://openalex.org/W2556806401","https://openalex.org/W2590368693","https://openalex.org/W2593745311","https://openalex.org/W2622525607","https://openalex.org/W2632654127","https://openalex.org/W2733384076","https://openalex.org/W2750384459","https://openalex.org/W2771517407","https://openalex.org/W2782775972","https://openalex.org/W2797917356","https://openalex.org/W2798746525","https://openalex.org/W2919115771","https://openalex.org/W2962699674","https://openalex.org/W2963184575","https://openalex.org/W2963861107","https://openalex.org/W4294345000","https://openalex.org/W6632100814","https://openalex.org/W6633205339","https://openalex.org/W6668281363","https://openalex.org/W6684191040","https://openalex.org/W6684193978","https://openalex.org/W6688036180","https://openalex.org/W6723019446","https://openalex.org/W6729315352","https://openalex.org/W6740749088"],"related_works":["https://openalex.org/W4391621807","https://openalex.org/W3034529322","https://openalex.org/W2115913271","https://openalex.org/W2113597336","https://openalex.org/W2155505549","https://openalex.org/W2357479218","https://openalex.org/W1819546284","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W2043253324"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,9,39,71,93,101,121],"mobile":[2,51],"healthcare":[3,29,53],"industry":[4],"is":[5,64],"prospering":[6],"due":[7],"to":[8,35,126],"increase":[10],"in":[11,55,131],"computer":[12],"processing":[13],"power,":[14],"improvement":[15],"of":[16,42,108,117],"next-generation":[17],"communication":[18],"technologies,":[19],"and":[20,82,110,124,129],"high":[21,106],"storage":[22],"capacity.":[23],"Mobile":[24],"multimedia":[25,52],"sensors":[26],"can":[27,32,104],"acquire":[28],"data,":[30],"which":[31],"be":[33,127],"processed":[34,83],"make":[36],"decisions":[37],"on":[38],"health":[40],"status":[41],"users.":[43],"In":[44,70],"line":[45],"with":[46],"this,":[47],"we":[48],"propose":[49],"a":[50,67,77,132],"framework":[54],"this":[56],"paper,":[57],"where":[58],"an":[59],"automatic":[60],"seizure":[61],"detection":[62],"system":[63,103,122],"embedded":[65],"as":[66],"case":[68],"study.":[69],"proposed":[72,102],"system,":[73],"electroencephalogram":[74],"signals":[75,94],"from":[76],"head-mounted":[78],"set":[79],"are":[80],"recorded":[81],"using":[84],"convolutional":[85],"neural":[86],"networks.":[87],"A":[88],"classification":[89],"module":[90],"determines":[91],"whether":[92],"exhibit":[95],"seizure.":[96],"Experimental":[97],"results":[98],"show":[99],"that":[100],"achieve":[105],"levels":[107],"accuracy":[109,123],"sensitivity.":[111],"The":[112],"Children's":[113],"Hospital":[114],"Boston-Massachusetts":[115],"Institute":[116],"Technology":[118],"database":[119],"indicates":[120],"sensitivity":[125],"99.02%":[128],"92.35%":[130],"cross-patient":[133],"scenario,":[134],"respectively.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
