{"id":"https://openalex.org/W4392939558","doi":"https://doi.org/10.1109/tetci.2024.3372387","title":"Synchronized Video and EEG Based Childhood Epilepsy Seizure Detection","display_name":"Synchronized Video and EEG Based Childhood Epilepsy Seizure Detection","publication_year":2024,"publication_date":"2024-03-19","ids":{"openalex":"https://openalex.org/W4392939558","doi":"https://doi.org/10.1109/tetci.2024.3372387"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3372387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3372387","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074063024","display_name":"Jiuwen Cao","orcid":"https://orcid.org/0000-0002-6480-5794"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiuwen Cao","raw_affiliation_strings":["Machine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, China","Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6480-5794","affiliations":[{"raw_affiliation_string":"Machine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103178274","display_name":"Yuan Fang","orcid":"https://orcid.org/0000-0002-8070-2680"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Fang","raw_affiliation_strings":["Machine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, China","Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8070-2680","affiliations":[{"raw_affiliation_string":"Machine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011881007","display_name":"Xiaonan Cui","orcid":"https://orcid.org/0000-0003-2595-0451"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaonan Cui","raw_affiliation_strings":["Machine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, China","Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2595-0451","affiliations":[{"raw_affiliation_string":"Machine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082419354","display_name":"Runze Zheng","orcid":"https://orcid.org/0000-0001-5604-4422"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runze Zheng","raw_affiliation_strings":["Machine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, China","Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5604-4422","affiliations":[{"raw_affiliation_string":"Machine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058788603","display_name":"Tiejia Jiang","orcid":"https://orcid.org/0000-0003-3688-8366"},"institutions":[{"id":"https://openalex.org/I4210113495","display_name":"Children's Hospital of Zhejiang University","ror":"https://ror.org/025fyfd20","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210113495"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiejia Jiang","raw_affiliation_strings":["Department of Neurology, The Children&#x0027;s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3688-8366","affiliations":[{"raw_affiliation_string":"Department of Neurology, The Children&#x0027;s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China","institution_ids":["https://openalex.org/I4210113495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011995304","display_name":"Feng Gao","orcid":"https://orcid.org/0000-0003-4907-7212"},"institutions":[{"id":"https://openalex.org/I4210113495","display_name":"Children's Hospital of Zhejiang University","ror":"https://ror.org/025fyfd20","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210113495"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Gao","raw_affiliation_strings":["Department of Neurology, The Children&#x0027;s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4907-7212","affiliations":[{"raw_affiliation_string":"Department of Neurology, The Children&#x0027;s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China","institution_ids":["https://openalex.org/I4210113495"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074063024"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":1.9527,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84654767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"8","issue":"6","first_page":"3742","last_page":"3753"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9970999956130981,"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":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.781769871711731},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7539639472961426},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.45307159423828125},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4289747178554535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3635444939136505},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.34109172224998474}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.781769871711731},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7539639472961426},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.45307159423828125},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4289747178554535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3635444939136505},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.34109172224998474}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3372387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3372387","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7151297541","display_name":null,"funder_award_id":"U1909209","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1595717062","https://openalex.org/W2020163092","https://openalex.org/W2086841066","https://openalex.org/W2089125052","https://openalex.org/W2117681471","https://openalex.org/W2128730107","https://openalex.org/W2148143831","https://openalex.org/W2150579314","https://openalex.org/W2154831465","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2581601518","https://openalex.org/W2794854865","https://openalex.org/W2797800342","https://openalex.org/W2885416023","https://openalex.org/W2914705570","https://openalex.org/W2995395622","https://openalex.org/W3015315737","https://openalex.org/W3042375331","https://openalex.org/W3092870704","https://openalex.org/W3103969290","https://openalex.org/W3120755852","https://openalex.org/W3127514323","https://openalex.org/W3135182665","https://openalex.org/W3150889630","https://openalex.org/W3185934963","https://openalex.org/W3194903594","https://openalex.org/W3207515645","https://openalex.org/W4205346155","https://openalex.org/W4212944856","https://openalex.org/W4249265228","https://openalex.org/W4285255154","https://openalex.org/W4293584584","https://openalex.org/W4312480640"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2922348724","https://openalex.org/W2356350882","https://openalex.org/W2166624857","https://openalex.org/W2363907062","https://openalex.org/W2393137063"],"abstract_inverted_index":{"Childhood":[0],"epilepsy":[1,13,60,199],"seriously":[2],"affects":[3],"the":[4,18,21,27,83,99,108,120,178,202,231],"nervous":[5],"system":[6],"development":[7],"of":[8,24,39,128,133,153,162,196,208,224,238],"children.":[9],"Electroencephalogram":[10],"(EEG)":[11],"based":[12,217],"analysis":[14],"is":[15,26,80],"common":[16],"in":[17,82,89],"past,":[19],"but":[20],"inconvenient":[22],"acquisition":[23],"EEG":[25,44,77,192],"main":[28],"challenge.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33,47],"firstly":[34],"explored":[35],"seizure":[36,49,61],"detection":[37,50,62],"performance":[38],"multi-modal":[40,59],"synchronized":[41],"video":[42,53,75,90,175,229],"and":[43,76,142,170,183],"method.":[45],"Further,":[46],"explore":[48],"only":[51,227],"using":[52,64,228],"modal":[54],"data.":[55],"A":[56],"novel":[57],"childhood":[58,198],"algorithm":[63],"YOLO":[65,93],"<inline-formula":[66,94],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[67,95],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[68,96],"notation=\"LaTeX\">$_{v3}$</tex-math></inline-formula>":[69,97],"for":[70,174,191],"object":[71],"detection,":[72],"hybrid":[73],"discriminate":[74],"feature":[78,216],"representation":[79],"developed":[81,173],"paper.":[84],"After":[85],"screening":[86],"out":[87],"interferences":[88],"sequence":[91],"by":[92],",":[98],"space-time":[100,112],"interest":[101,113],"points":[102,114],"(STIPs)":[103,115],"are":[104,116,149,172,189,211],"extracted":[105,117,190],"to":[106,118],"characterize":[107,119],"body":[109,121],"movement.":[110,122],"The":[111,151,213],"Then,":[123],"4":[124],"popular":[125],"features,":[126],"Histogram":[127,145],"Oriented":[129,134],"Gradient":[130],"(HOG),":[131],"Histograms":[132,152],"Optical":[135],"Flow":[136],"(HOF),":[137],"Local":[138],"Binary":[139],"Pattern":[140],"(LBP),":[141],"Motion":[143],"Boundary":[144],"(MBH)":[146],"around":[147],"STIPs":[148],"extracted.":[150],"Word":[154],"Frequency":[155],"(HWF)":[156],"features":[157],"derived":[158],"from":[159,201],"a":[160],"bag":[161],"words":[163],"(BOW)":[164],"model":[165],"on":[166],"HOG,":[167],"HOF,":[168],"LBP":[169],"MBH":[171],"representation.":[176],"Meanwhile,":[177],"MelFrequency":[179],"Cepstral":[180,186],"Coefficients":[181,187],"(MFCC)":[182],"Linear":[184],"Predictive":[185],"(LPCC)":[188],"characterization.":[193],"Multi-modal":[194],"data":[195],"13":[197],"patients":[200],"Children's":[203],"Hospital,":[204],"Zhejiang":[205],"University":[206],"School":[207],"Medicine":[209],"(CHZU)":[210],"studied.":[212],"fused":[214],"EEG+Video":[215],"method":[218,232],"could":[219],"achieve":[220,234],"an":[221,235],"overall":[222,236],"accuracy":[223,237],"98.33%.":[225],"Moreover,":[226],"feature,":[230],"can":[233],"93.30%.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}