{"id":"https://openalex.org/W2769590369","doi":"https://doi.org/10.1109/jbhi.2017.2773999","title":"Automated EEG Artifact Handling With Application in Driver Monitoring","display_name":"Automated EEG Artifact Handling With Application in Driver Monitoring","publication_year":2017,"publication_date":"2017-11-15","ids":{"openalex":"https://openalex.org/W2769590369","doi":"https://doi.org/10.1109/jbhi.2017.2773999","mag":"2769590369","pmid":"https://pubmed.ncbi.nlm.nih.gov/29990112"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2017.2773999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2017.2773999","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-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/A5082647026","display_name":"Shaibal Barua","orcid":"https://orcid.org/0000-0002-7305-7169"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Shaibal Barua","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-7305-7169","affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007258873","display_name":"Mobyen Uddin Ahmed","orcid":"https://orcid.org/0000-0003-1953-6086"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mobyen Uddin Ahmed","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033024496","display_name":"Christer Ahlstr\u00f6m","orcid":"https://orcid.org/0000-0003-4134-0303"},"institutions":[{"id":"https://openalex.org/I4210161337","display_name":"Swedish National Road and Transport Research Institute","ror":"https://ror.org/04zmmpw58","country_code":"SE","type":"government","lineage":["https://openalex.org/I4210161337"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Christer Ahlstrom","raw_affiliation_strings":["Swedish National Road and Transport Research Institute, Link\u00f6ping, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-4134-0303","affiliations":[{"raw_affiliation_string":"Swedish National Road and Transport Research Institute, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I4210161337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036681394","display_name":"Shahina Begum","orcid":"https://orcid.org/0000-0002-1212-7637"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Shahina Begum","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012975344","display_name":"Peter Funk","orcid":"https://orcid.org/0000-0002-5562-1424"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Peter Funk","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4632,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.82098042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"22","issue":"5","first_page":"1350","last_page":"1361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9915000200271606,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/computer-science","display_name":"Computer science","score":0.8180328607559204},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.8021745681762695},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7356967329978943},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6903797388076782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6637036204338074},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49755218625068665},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4593847393989563},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.45283767580986023},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34581345319747925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8180328607559204},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.8021745681762695},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7356967329978943},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6903797388076782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6637036204338074},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49755218625068665},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4593847393989563},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.45283767580986023},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34581345319747925},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"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":"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":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","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":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","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":false},{"descriptor_ui":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2017.2773999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2017.2773999","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:29990112","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29990112","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321030","display_name":"VINNOVA","ror":"https://ror.org/01kd5m353"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W26087802","https://openalex.org/W51609996","https://openalex.org/W181546580","https://openalex.org/W825695793","https://openalex.org/W1769891603","https://openalex.org/W1940858164","https://openalex.org/W1965321689","https://openalex.org/W1965556680","https://openalex.org/W1971331662","https://openalex.org/W1973656456","https://openalex.org/W1977078688","https://openalex.org/W1977152426","https://openalex.org/W1980447390","https://openalex.org/W1981650367","https://openalex.org/W1984441060","https://openalex.org/W1984786471","https://openalex.org/W1990477627","https://openalex.org/W2005521760","https://openalex.org/W2008806271","https://openalex.org/W2017144821","https://openalex.org/W2022089025","https://openalex.org/W2023869733","https://openalex.org/W2026524145","https://openalex.org/W2028496679","https://openalex.org/W2033605014","https://openalex.org/W2033677507","https://openalex.org/W2038010805","https://openalex.org/W2047145476","https://openalex.org/W2048460350","https://openalex.org/W2049761669","https://openalex.org/W2053200890","https://openalex.org/W2063684283","https://openalex.org/W2079277602","https://openalex.org/W2079838091","https://openalex.org/W2080664543","https://openalex.org/W2101865311","https://openalex.org/W2102417399","https://openalex.org/W2106006415","https://openalex.org/W2120129518","https://openalex.org/W2128909182","https://openalex.org/W2134050473","https://openalex.org/W2139021468","https://openalex.org/W2139888334","https://openalex.org/W2142369833","https://openalex.org/W2142638745","https://openalex.org/W2150412048","https://openalex.org/W2152445230","https://openalex.org/W2153134014","https://openalex.org/W2155658404","https://openalex.org/W2157523099","https://openalex.org/W2160936727","https://openalex.org/W2161362259","https://openalex.org/W2170131944","https://openalex.org/W2174365276","https://openalex.org/W2260191596","https://openalex.org/W2278647084","https://openalex.org/W2299069161","https://openalex.org/W2312525737","https://openalex.org/W2320453010","https://openalex.org/W2325598264","https://openalex.org/W2341712273","https://openalex.org/W2341760625","https://openalex.org/W2416715402","https://openalex.org/W2432517183","https://openalex.org/W2469746454","https://openalex.org/W2498264865","https://openalex.org/W2501691347","https://openalex.org/W2521192355","https://openalex.org/W2531280785","https://openalex.org/W2603169233","https://openalex.org/W2762085828","https://openalex.org/W3003082921","https://openalex.org/W4231968575","https://openalex.org/W4232944527","https://openalex.org/W4252640696","https://openalex.org/W4254775280","https://openalex.org/W6623121042","https://openalex.org/W6640709309","https://openalex.org/W6680560768","https://openalex.org/W6719965953","https://openalex.org/W6833820165"],"related_works":["https://openalex.org/W52840052","https://openalex.org/W3162837891","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2502336004","https://openalex.org/W1741504538","https://openalex.org/W4308623176","https://openalex.org/W4230676417","https://openalex.org/W2019696434","https://openalex.org/W2358078963"],"abstract_inverted_index":{"Automated":[0,77],"analyses":[1],"of":[2,49,187],"electroencephalographic":[3],"(EEG)":[4],"signals":[5,238],"acquired":[6],"in":[7,14,27,69,80,147,189,202,249],"naturalistic":[8],"environments":[9,29],"are":[10,158,177,257],"becoming":[11],"increasingly":[12],"important":[13],"areas":[15],"such":[16,28],"as":[17,65,143,198],"brain-computer":[18],"interfaces":[19],"and":[20,37,90,109,134,138,168,179,215,231,254],"behavior":[21],"science.":[22],"However,":[23],"the":[24,174,185,206],"recorded":[25,190],"EEG":[26,57,81,113,191],"is":[30,52,83,95,117,196,225,228],"often":[31],"heavily":[32],"contaminated":[33],"by":[34,119,123,139,210,216],"motion":[35],"artifacts":[36,58,188,256],"eye":[38],"movements.":[39],"This":[40],"poses":[41],"new":[42],"requirements":[43],"on":[44,85,97,235],"artifact":[45,194],"handling.":[46],"The":[47,74,93,115,166,221],"objective":[48],"this":[50],"paper":[51],"to":[53],"present":[54],"an":[55],"automated":[56],"handling":[59,79,195],"algorithm,":[60,75],"which":[61],"will":[62],"be":[63],"used":[64,197],"a":[66,70,98,102,120,144,161,199],"preprocessing":[67,145,200],"step":[68,146,201],"driver":[71,103,148,153,203],"monitoring":[72],"application.":[73],"named":[76],"aRTifacts":[78],"(ARTE),":[82],"based":[84],"wavelets,":[86],"independent":[87],"component":[88],"analysis,":[89],"hierarchical":[91],"clustering.":[92],"algorithm":[94,116,163],"tested":[96],"dataset":[99],"obtained":[100],"from":[101],"sleepiness":[104,154,204],"study":[105],"including":[106],"30":[107],"drivers":[108],"540":[110],"30-min":[111],"30-channel":[112],"recordings.":[114],"evaluated":[118],"clinical":[121],"neurophysiologist,":[122],"quantitative":[124,167],"criteria":[125],"(signal":[126],"quality":[127],"index,":[128],"mean":[129,135],"square":[130],"error,":[131,133],"relative":[132],"absolute":[136],"error),":[137],"demonstrating":[140],"its":[141],"usefulness":[142],"monitoring,":[149],"here":[150],"exemplified":[151],"with":[152,160,223],"classification.":[155],"All":[156],"results":[157,171],"compared":[159],"state-of-the-art":[162],"called":[164],"FORCe.":[165,220],"expert":[169],"evaluation":[170],"show":[172],"that":[173,180,226],"two":[175],"algorithms":[176,182],"comparable,":[178],"both":[181],"significantly":[183],"reduce":[184],"impact":[186],"signals.":[192],"When":[193],"classification,":[205],"classification":[207],"accuracy":[208],"increased":[209],"5%":[211],"when":[212,218],"using":[213,219],"ARTE":[214,224],"2%":[217],"advantage":[222],"it":[227,244],"data":[229],"driven":[230],"does":[232],"not":[233],"rely":[234],"additional":[236],"reference":[237],"or":[239],"manually":[240],"defined":[241],"thresholds,":[242],"making":[243],"well":[245],"suited":[246],"for":[247],"use":[248],"dynamic":[250],"settings":[251],"where":[252],"unforeseen":[253],"rare":[255],"commonly":[258],"encountered.":[259]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2017-12-04T00:00:00"}
