{"id":"https://openalex.org/W3149235974","doi":"https://doi.org/10.1109/lsp.2021.3069344","title":"A Feature Fusion Framework and Its Application to Automatic Seizure Detection","display_name":"A Feature Fusion Framework and Its Application to Automatic Seizure Detection","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3149235974","doi":"https://doi.org/10.1109/lsp.2021.3069344","mag":"3149235974"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2021.3069344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2021.3069344","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","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/A5101124768","display_name":"Chengbin Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengbin Huang","raw_affiliation_strings":["National Trusted Embedded Software Engineering Technology Research Center, Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Trusted Embedded Software Engineering Technology Research Center, Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714554","display_name":"Wei-Ting Chen","orcid":"https://orcid.org/0000-0003-2730-9529"},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiting Chen","raw_affiliation_strings":["National Trusted Embedded Software Engineering Technology Research Center, Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Trusted Embedded Software Engineering Technology Research Center, Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025413633","display_name":"Mingsong Chen","orcid":"https://orcid.org/0000-0002-3922-0989"},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingsong Chen","raw_affiliation_strings":["National Trusted Embedded Software Engineering Technology Research Center, Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Trusted Embedded Software Engineering Technology Research Center, Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002684888","display_name":"Binhang Yuan","orcid":"https://orcid.org/0000-0002-3188-2769"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Binhang Yuan","raw_affiliation_strings":["Computer Science Department, Rice University, Houston, TX USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Rice University, Houston, TX USA","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6917,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.64648098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"28","issue":null,"first_page":"753","last_page":"757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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":0.9825999736785889,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6511919498443604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5888510346412659},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5787944197654724},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.551597535610199},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5129401087760925},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4298161268234253},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.41868066787719727},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.33857113122940063},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08257371187210083}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6511919498443604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5888510346412659},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5787944197654724},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.551597535610199},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5129401087760925},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4298161268234253},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.41868066787719727},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.33857113122940063},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08257371187210083},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2021.3069344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2021.3069344","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4825523218","display_name":null,"funder_award_id":"18ZR1411400","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G643847617","display_name":null,"funder_award_id":"2018YFB2101300","funder_id":"https://openalex.org/F4320336026","funder_display_name":"National Key Research and Development Program of China Stem Cell and Translational Research"},{"id":"https://openalex.org/G7531880944","display_name":null,"funder_award_id":"61672231","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336026","display_name":"National Key Research and Development Program of China Stem Cell and Translational Research","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1678356000","https://openalex.org/W2038228012","https://openalex.org/W2076618162","https://openalex.org/W2080670264","https://openalex.org/W2106525823","https://openalex.org/W2132984323","https://openalex.org/W2134050473","https://openalex.org/W2138190513","https://openalex.org/W2162800060","https://openalex.org/W2295598076","https://openalex.org/W2490215499","https://openalex.org/W2516710120","https://openalex.org/W2759483166","https://openalex.org/W2768348081","https://openalex.org/W2795691199","https://openalex.org/W2885665319","https://openalex.org/W2887119478","https://openalex.org/W2901730235","https://openalex.org/W2925836809","https://openalex.org/W2950445386","https://openalex.org/W2950577311","https://openalex.org/W2963184575","https://openalex.org/W2963861107","https://openalex.org/W2982637564","https://openalex.org/W2998768810","https://openalex.org/W3004955331","https://openalex.org/W3019783530","https://openalex.org/W3093630321","https://openalex.org/W3102476541","https://openalex.org/W3116318880","https://openalex.org/W6636510571","https://openalex.org/W6680455596","https://openalex.org/W6723019446","https://openalex.org/W6745609711"],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2356350882","https://openalex.org/W4388090985","https://openalex.org/W2363907062","https://openalex.org/W2393137063","https://openalex.org/W2331313489","https://openalex.org/W1981989525"],"abstract_inverted_index":{"Automatic":[0],"analysis":[1],"of":[2,13,37,46,53,114,158,177],"biomedical":[3],"signals":[4,149],"plays":[5],"an":[6],"important":[7],"role":[8],"in":[9,62],"the":[10,35,59,63,118,133,145,156,164],"auxiliary":[11],"diagnosis":[12],"diseases.":[14],"Traditional":[15],"methods":[16,26],"extract":[17],"hand-crafted":[18,122],"features":[19,31,47,70,87,123],"by":[20,33,71],"imitating":[21],"doctors'":[22,54,83],"experience,":[23],"while":[24],"recent":[25],"focus":[27],"on":[28,155],"extracting":[29],"deep":[30,38,86],"automatically":[32],"designing":[34],"architectures":[36],"neural":[39,141],"networks":[40],"(DNNs).":[41],"Combining":[42],"these":[43,69],"two":[44,115],"kinds":[45],"can":[48,90,180],"not":[49],"only":[50],"take":[51],"advantage":[52],"experience":[55,84],"but":[56],"also":[57],"mine":[58],"hidden":[60],"information":[61],"raw":[64],"data.":[65],"But":[66],"directly":[67],"combining":[68],"fully":[72],"connected":[73],"layers":[74],"may":[75],"cause":[76],"complex":[77],"optimization":[78],"hyper-planes.":[79],"To":[80],"better":[81],"integrate":[82],"and":[85,104,126,150],"that":[88,161,170],"doctors":[89],"hardly":[91],"describe,":[92],"we":[93],"propose":[94],"a":[95,138],"feature":[96],"fusion":[97],"framework":[98,102,107],"named":[99],"hybrid":[100],"plus":[101],"(HPF)":[103],"apply":[105],"this":[106],"to":[108,128],"seizure":[109],"detection.":[110],"HPF":[111,162,171],"mainly":[112],"consists":[113],"parts:":[116],"(1)":[117],"FET":[119],"module,":[120],"where":[121],"are":[124],"extracted":[125],"transformed":[127],"sparse":[129,151],"categorical":[130,152],"features;":[131],"(2)":[132],"enhanced":[134],"DNN,":[135],"which":[136],"contains":[137],"carefully":[139],"designed":[140],"network":[142],"structure":[143],"with":[144],"input":[146],"being":[147],"original":[148],"features.":[153],"Experiments":[154],"dataset":[157],"CHB-MIT":[159],"show":[160],"outperforms":[163],"state-of-the-art":[165],"methods.":[166],"Further":[167],"experiments":[168],"indicate":[169],"is":[172],"very":[173],"flexible":[174],"as":[175],"many":[176],"its":[178],"modules":[179],"be":[181],"replaced.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}