{"id":"https://openalex.org/W2947849117","doi":"https://doi.org/10.1109/access.2019.2919158","title":"Identification of Epileptic Seizures by Characterizing Instantaneous Energy Behavior of EEG","display_name":"Identification of Epileptic Seizures by Characterizing Instantaneous Energy Behavior of EEG","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2947849117","doi":"https://doi.org/10.1109/access.2019.2919158","mag":"2947849117"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2919158","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2919158","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08723425.pdf","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://ieeexplore.ieee.org/ielx7/6287639/8600701/08723425.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054759918","display_name":"Xian Zhao","orcid":"https://orcid.org/0000-0002-0559-3904"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xian Zhao","raw_affiliation_strings":["Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0559-3904","affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062679047","display_name":"Renjie Zhang","orcid":"https://orcid.org/0000-0003-0251-0154"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renjie Zhang","raw_affiliation_strings":["Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071426681","display_name":"Zhenning Mei","orcid":"https://orcid.org/0000-0001-8487-6947"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenning Mei","raw_affiliation_strings":["Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8487-6947","affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418370","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0001-7587-3314"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7587-3314","affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100344582","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0003-3720-718X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics (CIME), School of Information Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5054759918"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4952,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.8153631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"70059","last_page":"70076"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9854000210762024,"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/electroencephalography","display_name":"Electroencephalography","score":0.8905096054077148},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.7838093042373657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7444078326225281},{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.6553463339805603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5930109620094299},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.577333390712738},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5756534934043884},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5372410416603088},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5362237095832825},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4612821936607361},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1627652645111084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10588458180427551},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09796327352523804},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06344795227050781}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8905096054077148},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.7838093042373657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7444078326225281},{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.6553463339805603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5930109620094299},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.577333390712738},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5756534934043884},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5372410416603088},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5362237095832825},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4612821936607361},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1627652645111084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10588458180427551},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09796327352523804},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06344795227050781},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2919158","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2919158","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08723425.pdf","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:9ea330163b764524b604d940213e6fc2","is_oa":true,"landing_page_url":"https://doaj.org/article/9ea330163b764524b604d940213e6fc2","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 7, Pp 70059-70076 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2919158","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2919158","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08723425.pdf","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":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1316905329","display_name":null,"funder_award_id":"2017SHZDZX01","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2701584752","display_name":null,"funder_award_id":"2018T110346","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3885258778","display_name":null,"funder_award_id":"2018M632019","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2947849117.pdf","grobid_xml":"https://content.openalex.org/works/W2947849117.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W59771946","https://openalex.org/W1204565951","https://openalex.org/W1547988971","https://openalex.org/W1589606770","https://openalex.org/W1680392829","https://openalex.org/W1756320797","https://openalex.org/W1818768602","https://openalex.org/W1971386783","https://openalex.org/W1972382697","https://openalex.org/W1978388719","https://openalex.org/W1979148805","https://openalex.org/W1982599103","https://openalex.org/W1984849101","https://openalex.org/W2002002824","https://openalex.org/W2003205468","https://openalex.org/W2010215165","https://openalex.org/W2016212429","https://openalex.org/W2018916364","https://openalex.org/W2026157446","https://openalex.org/W2031816776","https://openalex.org/W2035541773","https://openalex.org/W2041935121","https://openalex.org/W2042279642","https://openalex.org/W2042682017","https://openalex.org/W2050102536","https://openalex.org/W2053744708","https://openalex.org/W2058508918","https://openalex.org/W2077746856","https://openalex.org/W2080966422","https://openalex.org/W2130695501","https://openalex.org/W2131387622","https://openalex.org/W2131822674","https://openalex.org/W2138371115","https://openalex.org/W2154053567","https://openalex.org/W2155138959","https://openalex.org/W2158585918","https://openalex.org/W2169812774","https://openalex.org/W2170014674","https://openalex.org/W2321462252","https://openalex.org/W2406376216","https://openalex.org/W2493031908","https://openalex.org/W2521265470","https://openalex.org/W2521472744","https://openalex.org/W2524982237","https://openalex.org/W2534845137","https://openalex.org/W2588731307","https://openalex.org/W2615484220","https://openalex.org/W2625591639","https://openalex.org/W2728209061","https://openalex.org/W2730262012","https://openalex.org/W2734456019","https://openalex.org/W2744012576","https://openalex.org/W2744480067","https://openalex.org/W2771006757","https://openalex.org/W2791015596","https://openalex.org/W2791819516","https://openalex.org/W2803753284","https://openalex.org/W2887773909","https://openalex.org/W2906950070","https://openalex.org/W2962772573","https://openalex.org/W4211147755","https://openalex.org/W4229668875","https://openalex.org/W4292339498","https://openalex.org/W6637386731","https://openalex.org/W6640058599","https://openalex.org/W6684821008"],"related_works":["https://openalex.org/W2075017247","https://openalex.org/W1988222024","https://openalex.org/W2078261043","https://openalex.org/W4318917056","https://openalex.org/W3000816921","https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W3091390542","https://openalex.org/W2166624857","https://openalex.org/W2363907062"],"abstract_inverted_index":{"Automatic":[0],"seizure":[1,203],"detection":[2],"has":[3,48,183],"been":[4,49],"often":[5],"treated":[6],"as":[7,24],"a":[8,29],"classification":[9,97,139],"problem":[10],"that":[11,62],"aims":[12],"at":[13],"determining":[14],"the":[15,25,33,41,46,54,69,83,92,96,100,104,113,120,138,144,154,163,180,189,194,198],"label":[16],"of":[17,35,45,57,63,85,103,156,197],"electroencephalogram":[18],"(EEG)":[19],"signals":[20,106],"by":[21,82,130],"computer":[22],"science,":[23],"EEG":[26,47,105,121],"monitoring":[27],"is":[28,80,128,140,159,165],"helpful":[30],"adjunct":[31],"to":[32,117,146],"diagnosis":[34],"epilepsy.":[36],"In":[37,177],"most":[38],"existing":[39],"work,":[40],"traditional":[42],"signal":[43],"energy":[44,55,78,102,115,124,157],"applied":[50],"for":[51,187,201],"classification,":[52],"since":[53],"pattern":[56],"epileptic":[58,202],"seizures":[59],"differs":[60],"from":[61,134],"non-seizures.":[64],"Although":[65],"they":[66],"are":[67],"effective,":[68],"accuracy":[70,164],"either":[71],"heavily":[72],"depends":[73],"on":[74,99,143],"additional":[75],"information":[76,155,171],"besides":[77,172],"or":[79,174],"limited":[81],"shortcoming":[84],"energy-based":[86,132],"features.":[87],"To":[88],"address":[89],"this":[90],"issue,":[91],"proposed":[93,109,181,199],"approach":[94,110,182,200],"achieves":[95],"based":[98],"instantaneous":[101,114,131,152],"instead.":[107],"The":[108],"first":[111],"measures":[112],"related":[116],"changes":[118],"in":[119,169],"signals.":[122],"Then,":[123],"behavior":[125],"over":[126],"time":[127],"characterized":[129],"features":[133,145],"different":[135],"aspects.":[136],"Finally,":[137],"carried":[141],"out":[142],"produce":[147],"output":[148],"labels.":[149],"By":[150],"processing":[151],"energy,":[153,173],"evolution":[158],"involved.":[160],"As":[161],"such,":[162],"improved":[166],"without":[167],"bringing":[168],"extra":[170],"complicated":[175],"transformation.":[176],"multi-class":[178],"problems,":[179],"obtained":[184],"promising":[185],"results":[186],"identifying":[188],"ictal":[190],"EEG,":[191],"which":[192],"indicates":[193],"tremendous":[195],"potential":[196],"detection.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
