{"id":"https://openalex.org/W2899053216","doi":"https://doi.org/10.1109/embc.2018.8513658","title":"A novel algorithm for removing artifacts from EEG data","display_name":"A novel algorithm for removing artifacts from EEG data","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899053216","doi":"https://doi.org/10.1109/embc.2018.8513658","mag":"2899053216","pmid":"https://pubmed.ncbi.nlm.nih.gov/30441707"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8513658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://escholarship.org/uc/item/6nv4k7qv","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101515355","display_name":"Yongcheng Li","orcid":"https://orcid.org/0000-0001-9592-0931"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yongcheng Li","raw_affiliation_strings":["University of California Irvine, Irvine, CA, US"],"affiliations":[{"raw_affiliation_string":"University of California Irvine, Irvine, CA, US","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087482061","display_name":"Po T. Wang","orcid":"https://orcid.org/0000-0002-6611-3863"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Po T Wang","raw_affiliation_strings":["University of California Irvine, Irvine, CA, US"],"affiliations":[{"raw_affiliation_string":"University of California Irvine, Irvine, CA, US","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009820978","display_name":"Mukta Vaidya","orcid":"https://orcid.org/0000-0002-4599-856X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mukta P Vaidya","raw_affiliation_strings":["Northwestern University, Evanston, IL, US"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, US","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042914806","display_name":"Y. Charles Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Charles Liu","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, US"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, US","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064842791","display_name":"Marc W. Slutzky","orcid":"https://orcid.org/0000-0003-2269-7729"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marc W Slutzky","raw_affiliation_strings":["Northwestern University, Evanston, IL, US"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, US","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101495604","display_name":"Hui An","orcid":"https://orcid.org/0000-0002-5881-4213"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"An H Do","raw_affiliation_strings":["University of California Irvine, Irvine, CA, US"],"affiliations":[{"raw_affiliation_string":"University of California Irvine, Irvine, CA, US","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101515355"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":0.6359,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.67841968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"114","issue":null,"first_page":"6014","last_page":"6017"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9926000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8445767164230347},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7144895792007446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6613634824752808},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.6093457341194153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.559007465839386},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.524628221988678},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5192780494689941},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.506308913230896},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3668331503868103},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34547024965286255},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18843916058540344},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10594043135643005}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8445767164230347},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7144895792007446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6613634824752808},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.6093457341194153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.559007465839386},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.524628221988678},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5192780494689941},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.506308913230896},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3668331503868103},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34547024965286255},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18843916058540344},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10594043135643005}],"mesh":[{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"D001921","descriptor_name":"Brain","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":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","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":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","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":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","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":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","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},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2018.8513658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30441707","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30441707","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},{"id":"pmh:oai:escholarship.org:ark:/13030/qt6nv4k7qv","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/6nv4k7qv","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt6nv4k7qv","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/6nv4k7qv","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W323457753","https://openalex.org/W1973656456","https://openalex.org/W1989758052","https://openalex.org/W2011527020","https://openalex.org/W2023581277","https://openalex.org/W2031992935","https://openalex.org/W2105915595","https://openalex.org/W2108004221","https://openalex.org/W2128495200","https://openalex.org/W2149407814","https://openalex.org/W2160783467","https://openalex.org/W2614908525","https://openalex.org/W2734455047","https://openalex.org/W6611379948","https://openalex.org/W6740935745"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W4252230435","https://openalex.org/W3177028067","https://openalex.org/W2025157091","https://openalex.org/W1965058843","https://openalex.org/W2046658851","https://openalex.org/W2106231951","https://openalex.org/W2032664813"],"abstract_inverted_index":{"In":[0,54,166],"recent":[1],"years,":[2],"many":[3],"studies":[4],"examined":[5],"if":[6],"EEG":[7,72,90,118,154],"signals":[8],"from":[9,74,123,152,180],"traumatic":[10],"brain":[11,164],"injury":[12],"(TBI)":[13],"patients":[14,76],"can":[15],"be":[16],"used":[17],"for":[18,66,96],"new":[19],"rehabilitation":[20],"technologies,":[21],"such":[22],"as":[23,92],"BCI":[24],"systems.":[25],"However,":[26],"extraction":[27],"of":[28,41,52,140,195,203],"the":[29,39,71,88,93,103,138,146,153,162,168,181,193],"high-gamma":[30,169],"band":[31,170],"related":[32,107],"to":[33,38,87,108,136,158,172,177],"movement":[34,51,122,199],"remains":[35],"challenging":[36],"due":[37],"presence":[40],"surface":[42],"electromyogram":[43],"(sEMG)":[44],"caused":[45],"by":[46,156],"unconscious":[47],"facial":[48],"and":[49,85,112,127],"head":[50],"patients.":[53],"this":[55,141,185],"paper,":[56],"we":[57,190],"proposed":[58,147],"a":[59,78,132],"modified":[60],"independent":[61,97,104],"component":[62],"analysis":[63],"(ICA)":[64],"model":[65],"EMG":[67,82],"artifact":[68],"removal":[69,202],"in":[70],"data":[73,91,119,155],"TBI":[75,129],"with":[77,131],"hemicraniectomy.":[79],"Here,":[80],"simulated":[81],"was":[83,175,187],"generated":[84],"added":[86],"raw":[89],"extra":[94],"channels":[95],"components":[98,105],"calculation.":[99],"After":[100],"running":[101],"ICA,":[102],"(ICs)":[106],"artifacts":[109,151],"were":[110,134],"identified":[111],"rejected":[113],"automatically":[114],"through":[115],"several":[116],"criteria.":[117],"underlying":[120],"hand":[121],"one":[124,128],"healthy":[125],"subject":[126],"patient":[130],"hemicraniectomy":[133,182],"conducted":[135],"verify":[137],"efficacy":[139],"algorithm.":[142],"Results":[143],"showed":[144],"that":[145,192],"algorithm":[148],"removed":[149],"sEMG":[150,204],"up":[157],"86.72%":[159],"while":[160],"preserving":[161],"associated":[163],"features.":[165],"particular,":[167],"(80":[171],"160":[173],"Hz)":[174],"found":[176,191],"arise":[178],"principally":[179],"area":[183],"after":[184,201],"technique":[186],"applied.":[188],"Meanwhile,":[189],"magnitude":[194],"gamma":[196],"power":[197],"during":[198],"improved":[200],"artifacts.":[205]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}