{"id":"https://openalex.org/W4406260204","doi":"https://doi.org/10.1109/bibm62325.2024.10821969","title":"EEG-based Seizure Type Classification with Temporal-Spatial-Spectral Attention","display_name":"EEG-based Seizure Type Classification with Temporal-Spatial-Spectral Attention","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406260204","doi":"https://doi.org/10.1109/bibm62325.2024.10821969"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10821969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5055305202","display_name":"Xiaoya Fan","orcid":"https://orcid.org/0000-0002-5002-6968"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoya Fan","raw_affiliation_strings":["Dalian University of Technology,School of Software"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Software","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111902929","display_name":"Pengzhi Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127487","display_name":"Vision Technology (United States)","ror":"https://ror.org/03gmxkp43","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127487"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pengzhi Xu","raw_affiliation_strings":["Chang Guang Satellite Technology CO., LTD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chang Guang Satellite Technology CO., LTD","institution_ids":["https://openalex.org/I4210127487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050700559","display_name":"Wangbin Sun","orcid":"https://orcid.org/0009-0009-5532-4057"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenkui Sun","raw_affiliation_strings":["Dalian University of Technology,School of Software"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Software","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109593038","display_name":"Shan Yang","orcid":"https://orcid.org/0000-0002-5209-0576"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Yang","raw_affiliation_strings":["Dalian University of Technology,School of Software"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Software","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365846","display_name":"Qi Zhao","orcid":"https://orcid.org/0000-0002-7981-9478"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Zhao","raw_affiliation_strings":["Northeastern University,School of Medicine and Biological Information Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University,School of Medicine and Biological Information Engineering","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066995863","display_name":"Chenru Hao","orcid":"https://orcid.org/0000-0002-8481-0777"},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenru Hao","raw_affiliation_strings":["Hebei Medical University,Department of Medical Physics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Medical University,Department of Medical Physics","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009588567","display_name":"Zengyou He","orcid":"https://orcid.org/0000-0001-9526-8816"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengyou He","raw_affiliation_strings":["Dalian University of Technology,School of Software"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Software","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112126645","display_name":"Zheng Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhao","raw_affiliation_strings":["Dalian Maritime University,School of Artificial Intelligence"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Maritime University,School of Artificial Intelligence","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100435282","display_name":"Zhong Wang","orcid":"https://orcid.org/0000-0002-8648-9999"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Wang","raw_affiliation_strings":["Dalian University of Technology,School of Software"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Software","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4150","last_page":"4157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9955000281333923,"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":0.9955000281333923,"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":0.8025124669075012},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5497570037841797},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4890173375606537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44765082001686096},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.4183870553970337},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3207714557647705},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2245333194732666},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1768266260623932}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8025124669075012},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5497570037841797},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4890173375606537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44765082001686096},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.4183870553970337},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3207714557647705},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2245333194732666},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1768266260623932}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10821969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2752782242","https://openalex.org/W2910187721","https://openalex.org/W2962941181","https://openalex.org/W2963091558","https://openalex.org/W2963290013","https://openalex.org/W2970987838","https://openalex.org/W2999144125","https://openalex.org/W3003074332","https://openalex.org/W3006560451","https://openalex.org/W3015504841","https://openalex.org/W3034552520","https://openalex.org/W3088256290","https://openalex.org/W3093125198","https://openalex.org/W3113377420","https://openalex.org/W3118794207","https://openalex.org/W3161024128","https://openalex.org/W3173413633","https://openalex.org/W3177432079","https://openalex.org/W4200042752","https://openalex.org/W4200207163","https://openalex.org/W4206154236","https://openalex.org/W4214826020","https://openalex.org/W4281673647","https://openalex.org/W4285270233","https://openalex.org/W4289752563","https://openalex.org/W4323357164","https://openalex.org/W4323913936","https://openalex.org/W4376644853","https://openalex.org/W4385074134","https://openalex.org/W4385245566","https://openalex.org/W4385323143","https://openalex.org/W4386026373","https://openalex.org/W4387008578","https://openalex.org/W6797185979","https://openalex.org/W6841059395","https://openalex.org/W6847084567"],"related_works":["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/W4388090985","https://openalex.org/W200322357","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Seizure":[0],"detection":[1,24],"and":[2,15,51,145,162,206],"type":[3,29,93,193],"classification":[4,30],"from":[5,49,62,72,133],"electroencephalogram":[6],"(EEG)":[7],"has":[8,25],"the":[9,13,20,112,122,129,150,155,171,201,204],"potential":[10],"to":[11,85,103,110,152],"improve":[12],"diagnosis":[14],"treatment":[16],"of":[17,22,37,115,125,142,203],"epilepsy.":[18],"Although":[19],"task":[21],"seizure":[23,28,38,92,117,174,192],"been":[26],"well-investigated,":[27],"remains":[31,74],"largely":[32],"unexplored.":[33],"The":[34,138,165],"intricate":[35],"nature":[36],"dynamics":[39],"presents":[40],"a":[41],"significant":[42],"challenge":[43],"in":[44],"effectively":[45,86],"extracting":[46,60],"distinguishing":[47],"features":[48,61,70],"noisy":[50],"high-dimensional":[52],"EEG":[53,73,89,107,126,175],"signals.":[54],"Previous":[55],"studies":[56],"mainly":[57],"focus":[58,153],"on":[59,154,170,191],"temporal,":[63],"spectral":[64],"or":[65],"special":[66],"domain.":[67],"Extracting":[68],"temporal-spatial-spectral":[69,88,106],"simultaneously":[71],"challenging.":[75],"In":[76],"this":[77],"paper,":[78],"we":[79,120],"introduce":[80],"an":[81,97],"attention-based":[82],"neural":[83],"network":[84],"extract":[87,104],"features,":[90,108],"for":[91],"classification.":[94],"It":[95],"utilizes":[96],"attention":[98,139,147,208],"module":[99,140],"with":[100],"one-shot":[101],"aggregation":[102],"multi-level":[105],"aiming":[109],"differentiate":[111],"complex":[113],"patterns":[114],"various":[116],"types.":[118],"Specifically,":[119],"construct":[121],"3-dimensional":[123],"representation":[124],"by":[127],"stacking":[128],"time-frequency":[130],"matrices":[131],"obtained":[132],"short":[134],"time":[135,158],"Fourier":[136],"transform.":[137],"consists":[141],"paralleled":[143],"temporal":[144,205],"spatial-spectral":[146,207],"blocks,":[148],"allowing":[149],"model":[151],"most":[156],"distinctive":[157],"stamps,":[159],"sensor":[160],"locations,":[161],"frequency":[163],"bands.":[164],"proposed":[166],"approach":[167],"is":[168],"validated":[169],"largest":[172],"public":[173],"database,":[176],"TUSZ":[177],"v1.5.2.":[178],"Five-fold":[179],"cross":[180],"validation":[181],"demonstrates":[182],"that":[183],"our":[184],"framework":[185],"achieved":[186],"0.951":[187],"weighted":[188],"F1":[189],"score":[190],"classification,":[194],"achieving":[195],"state-of-the-art":[196],"performance.":[197],"Ablation":[198],"study":[199],"confirmed":[200],"effectiveness":[202],"blocks.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}