{"id":"https://openalex.org/W2046819247","doi":"https://doi.org/10.1109/embc.2012.6347158","title":"Efficient epileptic seizure detection by a combined IMF-VoE feature","display_name":"Efficient epileptic seizure detection by a combined IMF-VoE feature","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2046819247","doi":"https://doi.org/10.1109/embc.2012.6347158","mag":"2046819247","pmid":"https://pubmed.ncbi.nlm.nih.gov/23367093"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6347158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5101501469","display_name":"Yu Qi","orcid":"https://orcid.org/0000-0001-8815-1249"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Qi","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou 310027, China","Qiushi Academy for Advanced Studies; Zhejiang University; Hangzhou 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Qiushi Academy for Advanced Studies; Zhejiang University; Hangzhou 310027 China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741363","display_name":"Yueming Wang","orcid":"https://orcid.org/0000-0001-7742-0722"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueming Wang","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, University of Zhejiang, Hangzhou, China","Qiushi Academy for Advanced Studies; Zhejiang University; Hangzhou 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, University of Zhejiang, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Qiushi Academy for Advanced Studies; Zhejiang University; Hangzhou 310027 China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113670441","display_name":"Xiaoxiang Zheng","orcid":"https://orcid.org/0000-0001-7641-9789"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiang Zheng","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, University of Zhejiang, Hangzhou, China","Qiushi Academy for Advanced Studies; Zhejiang University; Hangzhou 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, University of Zhejiang, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Qiushi Academy for Advanced Studies; Zhejiang University; Hangzhou 310027 China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444663","display_name":"Jianmin Zhang","orcid":"https://orcid.org/0000-0002-3184-1502"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianmin Zhang","raw_affiliation_strings":["Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, China","Second Affiliated Hospital of Zhejiang University College of Medicine, Hangzhou 310027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, China","institution_ids":["https://openalex.org/I4210158318"]},{"raw_affiliation_string":"Second Affiliated Hospital of Zhejiang University College of Medicine, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624150","display_name":"Junming Zhu","orcid":"https://orcid.org/0000-0002-2781-3306"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junming Zhu","raw_affiliation_strings":["Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, China","Second Affiliated Hospital of Zhejiang University College of Medicine, Hangzhou 310027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, China","institution_ids":["https://openalex.org/I4210158318"]},{"raw_affiliation_string":"Second Affiliated Hospital of Zhejiang University College of Medicine, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068704000","display_name":"Jianping Guo","orcid":"https://orcid.org/0000-0001-7211-7409"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Guo","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, University of Zhejiang, Hangzhou, China","Qiushi Academy for Advanced Studies; Zhejiang University; Hangzhou 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, University of Zhejiang, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Qiushi Academy for Advanced Studies; Zhejiang University; Hangzhou 310027 China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2978,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76967022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2012","issue":null,"first_page":"5170","last_page":"5173"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7693237066268921},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6496454477310181},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5720346570014954},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.5557641983032227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5472967624664307},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"False positive rate","score":0.5219647288322449},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.4847395122051239},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4775034785270691},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45845288038253784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4245496988296509},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.4102635681629181},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3956364393234253},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2091750204563141},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15335264801979065},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.10046663880348206}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7693237066268921},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6496454477310181},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5720346570014954},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.5557641983032227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5472967624664307},{"id":"https://openalex.org/C95922358","wikidata":"https://www.wikidata.org/wiki/Q5432725","display_name":"False positive rate","level":2,"score":0.5219647288322449},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.4847395122051239},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4775034785270691},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45845288038253784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4245496988296509},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.4102635681629181},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3956364393234253},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2091750204563141},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15335264801979065},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10046663880348206},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2012.6347158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23367093","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23367093","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1979148805","https://openalex.org/W1989996189","https://openalex.org/W2002586780","https://openalex.org/W2008474726","https://openalex.org/W2027803797","https://openalex.org/W2049235730","https://openalex.org/W2050102536","https://openalex.org/W2077640225","https://openalex.org/W2117504492","https://openalex.org/W2122923860","https://openalex.org/W2169377440","https://openalex.org/W2728974037"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2361368121","https://openalex.org/W2032664813","https://openalex.org/W2166624857","https://openalex.org/W2121409977","https://openalex.org/W2331313489","https://openalex.org/W1981989525"],"abstract_inverted_index":{"Automatic":[0],"seizure":[1,72],"detection":[2,109,126,160],"from":[3,39,80],"the":[4,26,40,49,52,55,62,68,81,124,155,159],"electroen-cephalogram":[5],"(EEG)":[6],"plays":[7],"an":[8,12],"important":[9],"role":[10],"in":[11,171],"on-demand":[13],"closed-loop":[14],"therapeutic":[15],"system.":[16],"A":[17],"new":[18],"feature,":[19],"called":[20],"IMF-VoE,":[21],"is":[22,85,103,147,157,162],"proposed":[23],"to":[24,77,169],"predict":[25],"occurrence":[27],"of":[28,44,51,61,71,90,96,101,111,128,163],"seizures.":[29],"The":[30,83,99,145],"IMF-VoE":[31,156],"feature":[32,84],"combines":[33],"three":[34],"intrinsic":[35,69],"mode":[36,42],"functions":[37],"(IMFs)":[38],"empirical":[41],"decomposition":[43],"a":[45,106],"EEG":[46,91],"signal":[47],"and":[48,57,121,135,167],"variance":[50],"range":[53],"between":[54],"upper":[56],"lower":[58],"envelopes":[59],"(VoE)":[60],"signal.":[63],"These":[64],"multiple":[65],"cues":[66],"encode":[67],"characteristics":[70],"states,":[73],"thus":[74],"are":[75,118,143],"able":[76,168],"distinguish":[78],"them":[79],"background.":[82],"tested":[86],"on":[87],"80.4":[88],"hours":[89],"data":[92],"with":[93,105],"10":[94],"seizures":[95],"4":[97],"patients.":[98],"sensitivity":[100],"100%":[102],"obtained":[104],"low":[107],"false":[108,125],"rate":[110],"0.16":[112,129],"per":[113,130,133,137],"hour.":[114],"Average":[115],"time":[116],"delays":[117],"19.4s,":[119],"13.2s,":[120],"10.7s":[122],"at":[123],"rates":[127],"hour,":[131,134],"0.27":[132],"0.41":[136],"hour":[138],"respectively,":[139],"when":[140],"different":[141],"thresholds":[142],"used.":[144],"result":[146],"competitive":[148],"among":[149],"recent":[150],"studies.":[151],"In":[152],"addition,":[153],"since":[154],"compact,":[158],"system":[161],"high":[164],"computational":[165],"efficiency":[166],"run":[170],"real":[172],"time.":[173]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
