{"id":"https://openalex.org/W4389542529","doi":"https://doi.org/10.1109/embc40787.2023.10341184","title":"Identification of Seizure Onset Zone from Intracranial EEG Using Source Selection-Based Domain Adaptation","display_name":"Identification of Seizure Onset Zone from Intracranial EEG Using Source Selection-Based Domain Adaptation","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389542529","doi":"https://doi.org/10.1109/embc40787.2023.10341184","pmid":"https://pubmed.ncbi.nlm.nih.gov/38082811"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10341184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10341184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","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/A5109473208","display_name":"K. Matsubayashi","orcid":null},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Keisuke Matsubayashi","raw_affiliation_strings":["Tokyo University of Agriculture and Technology,Department of Electrical and Electronic Engineering,Tokyo,Japan,184\u20138588"],"affiliations":[{"raw_affiliation_string":"Tokyo University of Agriculture and Technology,Department of Electrical and Electronic Engineering,Tokyo,Japan,184\u20138588","institution_ids":["https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006736245","display_name":"Yasushi Iimura","orcid":"https://orcid.org/0000-0003-4263-5920"},"institutions":[{"id":"https://openalex.org/I4210145596","display_name":"Juntendo University Hospital","ror":"https://ror.org/04g0m2d49","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210145596"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasushi Iimura","raw_affiliation_strings":["Juntendo University Hospital,Department of Neurosurgery,Tokyo,Japan,113\u20138431"],"affiliations":[{"raw_affiliation_string":"Juntendo University Hospital,Department of Neurosurgery,Tokyo,Japan,113\u20138431","institution_ids":["https://openalex.org/I4210145596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016286392","display_name":"Takumi Mitsuhashi","orcid":"https://orcid.org/0000-0001-8156-5385"},"institutions":[{"id":"https://openalex.org/I4210145596","display_name":"Juntendo University Hospital","ror":"https://ror.org/04g0m2d49","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210145596"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takumi Mitsuhashi","raw_affiliation_strings":["Juntendo University Hospital,Department of Neurosurgery,Tokyo,Japan,113\u20138431"],"affiliations":[{"raw_affiliation_string":"Juntendo University Hospital,Department of Neurosurgery,Tokyo,Japan,113\u20138431","institution_ids":["https://openalex.org/I4210145596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045644147","display_name":"Hidenori Sugano","orcid":"https://orcid.org/0000-0002-7836-6585"},"institutions":[{"id":"https://openalex.org/I4210145596","display_name":"Juntendo University Hospital","ror":"https://ror.org/04g0m2d49","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210145596"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidenori Sugano","raw_affiliation_strings":["Juntendo University Hospital,Department of Neurosurgery,Tokyo,Japan,113\u20138431"],"affiliations":[{"raw_affiliation_string":"Juntendo University Hospital,Department of Neurosurgery,Tokyo,Japan,113\u20138431","institution_ids":["https://openalex.org/I4210145596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029245586","display_name":"Kosuke Fukumori","orcid":"https://orcid.org/0000-0003-0389-9165"},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kosuke Fukumori","raw_affiliation_strings":["Tokyo University of Agriculture and Technology,Department of Electrical and Electronic Engineering,Tokyo,Japan,184\u20138588"],"affiliations":[{"raw_affiliation_string":"Tokyo University of Agriculture and Technology,Department of Electrical and Electronic Engineering,Tokyo,Japan,184\u20138588","institution_ids":["https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028810412","display_name":"Xuyang Zhao","orcid":"https://orcid.org/0000-0002-3376-4889"},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xuyang Zhao","raw_affiliation_strings":["Tokyo University of Agriculture and Technology,Department of Electrical and Electronic Engineering,Tokyo,Japan,184\u20138588"],"affiliations":[{"raw_affiliation_string":"Tokyo University of Agriculture and Technology,Department of Electrical and Electronic Engineering,Tokyo,Japan,184\u20138588","institution_ids":["https://openalex.org/I92614990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101802085","display_name":"Toshihisa Tanaka","orcid":"https://orcid.org/0000-0002-5056-9508"},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshihisa Tanaka","raw_affiliation_strings":["Tokyo University of Agriculture and Technology,Department of Electrical and Electronic Engineering,Tokyo,Japan,184\u20138588"],"affiliations":[{"raw_affiliation_string":"Tokyo University of Agriculture and Technology,Department of Electrical and Electronic Engineering,Tokyo,Japan,184\u20138588","institution_ids":["https://openalex.org/I92614990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5109473208"],"corresponding_institution_ids":["https://openalex.org/I92614990"],"apc_list":null,"apc_paid":null,"fwci":0.3484,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67234185,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.738556981086731},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6144344210624695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5995895266532898},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5043419599533081},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.495096355676651},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.437951922416687},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4333137273788452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3913484811782837},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.36375880241394043},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3600435256958008},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18613043427467346},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08357787132263184},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07267749309539795}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.738556981086731},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6144344210624695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5995895266532898},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5043419599533081},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.495096355676651},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.437951922416687},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4333137273788452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3913484811782837},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.36375880241394043},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3600435256958008},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18613043427467346},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08357787132263184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07267749309539795},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"D004828","descriptor_name":"Epilepsies, Partial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004828","descriptor_name":"Epilepsies, Partial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004828","descriptor_name":"Epilepsies, Partial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004828","descriptor_name":"Epilepsies, Partial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004828","descriptor_name":"Epilepsies, Partial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10341184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10341184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38082811","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38082811","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W1964755582","https://openalex.org/W2593768305","https://openalex.org/W2805061797","https://openalex.org/W2962687275","https://openalex.org/W3019211570","https://openalex.org/W3112158327","https://openalex.org/W3159522655","https://openalex.org/W3205626500","https://openalex.org/W4280631076","https://openalex.org/W4311829895","https://openalex.org/W6637618735","https://openalex.org/W6756615331"],"related_works":["https://openalex.org/W2930320701","https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W3203792196","https://openalex.org/W2955455867","https://openalex.org/W4295929828"],"abstract_inverted_index":{"For":[0],"focal":[1,93],"epilepsy":[2,90],"patients,":[3],"correctly":[4],"identifying":[5],"the":[6,26,41,56,67,100,137,144],"seizure":[7],"onset":[8],"zone":[9],"(SOZ)":[10],"is":[11,22],"essential":[12],"for":[13],"surgical":[14],"treatment.":[15],"In":[16,51,119],"automated":[17],"realistic":[18],"SOZ":[19,27,105],"identification,":[20],"it":[21,121],"necessary":[23],"to":[24,65,109],"identify":[25],"of":[28,43,69,136],"an":[29],"unknown":[30],"patient":[31,63,117],"using":[32],"another":[33],"patient's":[34],"electroencephalogram":[35],"(EEG).":[36],"However,":[37],"in":[38,46,72],"such":[39],"cases,":[40],"influence":[42],"individual":[44,70],"differences":[45,71],"EEG":[47,73,84],"becomes":[48],"a":[49],"bottleneck.":[50],"this":[52],"paper,":[53],"we":[54],"propose":[55],"method":[57,79,102,146],"with":[58,89],"domain":[59,113],"adaptation":[60,114],"and":[61,74,115],"source":[62,116],"selection":[64],"address":[66],"issue":[68],"improve":[75],"performance.":[76,134],"The":[77,96],"proposed":[78,101,145],"was":[80,122],"evaluated":[81],"on":[82,139],"intracranial":[83],"data":[85,125],"from":[86,126],"11":[87],"patients":[88,128],"caused":[91],"by":[92,151],"cortical":[94],"dysplasia.":[95],"results":[97],"showed":[98,142],"that":[99,124,143],"significantly":[103],"improved":[104],"identification":[106],"performance":[107],"compared":[108],"existing":[110],"methods":[111],"without":[112],"selection.":[118],"addition,":[120],"suggested":[123],"residual-seizure":[127],"may":[129],"have":[130],"adversely":[131],"affected":[132],"estimation":[133],"Visualization":[135],"prediction":[138],"MRI":[140],"images":[141],"might":[147],"detect":[148],"SOZs":[149],"missed":[150],"epileptologists.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}