{"id":"https://openalex.org/W3082324504","doi":"https://doi.org/10.1109/embc44109.2020.9176711","title":"Removal of eye-blinking artifacts by ICA in cross-modal long-term EEG recording","display_name":"Removal of eye-blinking artifacts by ICA in cross-modal long-term EEG recording","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3082324504","doi":"https://doi.org/10.1109/embc44109.2020.9176711","mag":"3082324504","pmid":"https://pubmed.ncbi.nlm.nih.gov/33017968"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9176711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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/A5000646590","display_name":"Gan Huang","orcid":"https://orcid.org/0000-0001-9895-6163"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gan Huang","raw_affiliation_strings":["School of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111858376","display_name":"Zhenxing Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenxing Hu","raw_affiliation_strings":["School of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425536","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0002-3051-9386"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["School of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015677940","display_name":"Linling Li","orcid":"https://orcid.org/0000-0001-7767-7202"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linling Li","raw_affiliation_strings":["School of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036446937","display_name":"Zhen Liang","orcid":"https://orcid.org/0000-0002-1749-2975"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Liang","raw_affiliation_strings":["School of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100363345","display_name":"Zhiguo Zhang","orcid":"https://orcid.org/0000-0001-7992-7965"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguo Zhang","raw_affiliation_strings":["School of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2020","issue":null,"first_page":"217","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994000196456909,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9905999898910522,"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/independent-component-analysis","display_name":"Independent component analysis","score":0.8368446230888367},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7289522290229797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6841632723808289},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5527431964874268},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5278370380401611},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.46108290553092957},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4478302597999573},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.44548335671424866},{"id":"https://openalex.org/keywords/electrooculography","display_name":"Electrooculography","score":0.43561336398124695},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4305031895637512},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3914629817008972},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.2722212076187134},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1331517994403839},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0871792733669281}],"concepts":[{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.8368446230888367},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7289522290229797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6841632723808289},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5527431964874268},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5278370380401611},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.46108290553092957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4478302597999573},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.44548335671424866},{"id":"https://openalex.org/C2778681526","wikidata":"https://www.wikidata.org/wiki/Q420647","display_name":"Electrooculography","level":3,"score":0.43561336398124695},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4305031895637512},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3914629817008972},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.2722212076187134},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1331517994403839},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0871792733669281},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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}],"mesh":[{"descriptor_ui":"D001767","descriptor_name":"Blinking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001767","descriptor_name":"Blinking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001767","descriptor_name":"Blinking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9176711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33017968","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33017968","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":17,"referenced_works":["https://openalex.org/W1555594295","https://openalex.org/W2017334809","https://openalex.org/W2030503309","https://openalex.org/W2033205888","https://openalex.org/W2038254402","https://openalex.org/W2056925087","https://openalex.org/W2092965986","https://openalex.org/W2108384452","https://openalex.org/W2168183088","https://openalex.org/W2335982065","https://openalex.org/W2597206687","https://openalex.org/W2783078111","https://openalex.org/W2789438342","https://openalex.org/W2950097344","https://openalex.org/W2964512859","https://openalex.org/W3012433308","https://openalex.org/W6734723518"],"related_works":["https://openalex.org/W4252230435","https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W55679925","https://openalex.org/W1965058843","https://openalex.org/W2152235245","https://openalex.org/W3113835375","https://openalex.org/W3176432362","https://openalex.org/W4210769480","https://openalex.org/W2930486860"],"abstract_inverted_index":{"Independent":[0],"Component":[1],"Analysis":[2],"(ICA)":[3],"has":[4],"became":[5],"the":[6,39,42,58,63,76,104,122,128,156,163,167,177,192],"most":[7],"popular":[8],"method":[9],"to":[10,27,74,102,154],"remove":[11],"eye-blinking":[12,66,85,186],"artifacts":[13,86,187],"from":[14],"electroencephalogram":[15],"(EEG)":[16],"recording.":[17],"For":[18],"long":[19],"term":[20],"EEG":[21,72,138,193],"recording,":[22],"ICA":[23,45,84,116,132,172],"was":[24,51,92,140,150],"commonly":[25],"considered":[26],"costing":[28],"a":[29,48,69,89,135,152,182],"lot":[30],"of":[31,44,80,131,160,176],"computation":[32,105,117,129],"time.":[33],"Furthermore,":[34],"with":[35],"no":[36],"ground":[37],"truth,":[38],"discussion":[40],"about":[41],"quality":[43],"decomposition":[46,123,133],"in":[47,107,126],"nonstationary":[49],"environment":[50],"specious.":[52],"In":[53],"this":[54],"study,":[55],"we":[56],"investigated":[57],"\"signal\"":[59],"(P300":[60],"waveform)":[61],"and":[62,78,120,158],"\"noise\"":[64],"(averaged":[65],"artifacts)":[67],"on":[68,83,134,173],"cross-modal":[70],"long-term":[71],"recording":[73,139],"evaluate":[75],"efficiency":[77,157],"effectiveness":[79,159],"different":[81],"methods":[82],"removal.":[87],"As":[88],"result,":[90],"it":[91],"found":[93],"that,":[94],"firstly,":[95],"down":[96,110],"sampling":[97,111],"is":[98],"an":[99],"effective":[100],"way":[101,153],"reduce":[103],"time":[106,130],"ICA.":[108,161,197],"Appropriate":[109],"ratio":[112],"could":[113],"speed":[114],"up":[115],"200":[118],"times":[119],"keep":[121],"performance":[124],"stable,":[125],"which":[127],"2800":[136],"s":[137],"less":[141],"than":[142,189],"5":[143],"s.":[144],"Secondly,":[145],"dimension":[146],"reduction":[147],"by":[148,165],"PCA":[149],"also":[151],"improve":[155],"Finally,":[162],"comparison":[164],"cropping":[166],"dataset":[168],"indicated":[169],"that":[170],"performing":[171],"each":[174],"run":[175],"experiment":[178],"separately":[179],"would":[180],"achieve":[181],"better":[183],"result":[184],"for":[185,196],"removal":[188],"using":[190],"all":[191],"data":[194],"input":[195]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
