{"id":"https://openalex.org/W1988847151","doi":"https://doi.org/10.1109/embc.2014.6943846","title":"Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system","display_name":"Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W1988847151","doi":"https://doi.org/10.1109/embc.2014.6943846","mag":"1988847151","pmid":"https://pubmed.ncbi.nlm.nih.gov/25570210"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2014.6943846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6943846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","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/A5018877662","display_name":"Rifai Chai","orcid":"https://orcid.org/0000-0002-1922-7024"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Rifai Chai","raw_affiliation_strings":["Key Centre for Health Technologies, University of Technology, Sydney Broadway, NSW, Australia","Key Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia"],"affiliations":[{"raw_affiliation_string":"Key Centre for Health Technologies, University of Technology, Sydney Broadway, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Key Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040544025","display_name":"Yvonne Tran","orcid":"https://orcid.org/0000-0002-1741-4205"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I4210097193","display_name":"Technologies pour la Sant\u00e9","ror":"https://ror.org/012hpz460","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210097193"]},{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU","FR"],"is_corresponding":false,"raw_author_name":"Yvonne Tran","raw_affiliation_strings":["Key Centre for Health Technologies University of Technology, The University of Sydney","Key Centre for Health Technologies University of Technology, Sydney and Rehabilitation Studies Unit, The University of Sydney"],"affiliations":[{"raw_affiliation_string":"Key Centre for Health Technologies University of Technology, The University of Sydney","institution_ids":["https://openalex.org/I114017466","https://openalex.org/I4210097193","https://openalex.org/I129604602"]},{"raw_affiliation_string":"Key Centre for Health Technologies University of Technology, Sydney and Rehabilitation Studies Unit, The University of Sydney","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051531420","display_name":"Ashley Craig","orcid":"https://orcid.org/0000-0001-7647-7604"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ashley Craig","raw_affiliation_strings":["Ashley Craig is with the Rehabilitation Studies Unit, The University of Sydney","Rehabilitation Studies Unit, Sydney Medical School, The University of Sydney"],"affiliations":[{"raw_affiliation_string":"Ashley Craig is with the Rehabilitation Studies Unit, The University of Sydney","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Rehabilitation Studies Unit, Sydney Medical School, The University of Sydney","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079852457","display_name":"Sai Ho Ling","orcid":"https://orcid.org/0000-0003-0849-5098"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sai Ho Ling","raw_affiliation_strings":["Key Centre for Health Technologies, University of Technology, Sydney Broadway, NSW, Australia","Key Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia"],"affiliations":[{"raw_affiliation_string":"Key Centre for Health Technologies, University of Technology, Sydney Broadway, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Key Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100716476","display_name":"Hung T. Nguyen","orcid":"https://orcid.org/0000-0003-3373-8178"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hung T. Nguyen","raw_affiliation_strings":["Key Centre for Health Technologies, University of Technology, Sydney Broadway, NSW, Australia","Key Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia"],"affiliations":[{"raw_affiliation_string":"Key Centre for Health Technologies, University of Technology, Sydney Broadway, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Key Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018877662"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":0.627,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.66491217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2014","issue":null,"first_page":"1318","last_page":"1341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9965000152587891,"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":0.9965000152587891,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9786999821662903,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8634930849075317},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6702426671981812},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.6027580499649048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5959147214889526},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5878984928131104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5580852031707764},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5552970170974731},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5458210110664368},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4562796354293823},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2737874686717987},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.271342396736145},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15786728262901306},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1577039659023285},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13485389947891235},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.07886070013046265}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8634930849075317},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6702426671981812},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6027580499649048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5959147214889526},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5878984928131104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5580852031707764},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5552970170974731},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5458210110664368},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4562796354293823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2737874686717987},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.271342396736145},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15786728262901306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1577039659023285},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13485389947891235},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.07886070013046265},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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":"D001334","descriptor_name":"Automobile Driving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001334","descriptor_name":"Automobile Driving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001334","descriptor_name":"Automobile Driving","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":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1109/embc.2014.6943846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6943846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:25570210","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25570210","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:opus.lib.uts.edu.au:10453/120934","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/120934","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/37278","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/33130","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/41645","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/41645","pdf_url":null,"source":{"id":"https://openalex.org/S4377196279","display_name":"OPUS - Open Publications of UTS Scholars (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:researchbank.swinburne.edu.au:3d15a35b-775e-4b13-a06b-1c1f57856ecf/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/440744","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), Chicago, Illinois, United States, 26-30 August 2014, pp. 1318-1341","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1574830153","https://openalex.org/W1975669925","https://openalex.org/W1980643059","https://openalex.org/W2015507518","https://openalex.org/W2035182037","https://openalex.org/W2037768463","https://openalex.org/W2050383794","https://openalex.org/W2054237600","https://openalex.org/W2068238306","https://openalex.org/W2079167592","https://openalex.org/W2085986654","https://openalex.org/W2117100955","https://openalex.org/W2139021468","https://openalex.org/W2480645629","https://openalex.org/W4211026550","https://openalex.org/W6660026609","https://openalex.org/W6680560768"],"related_works":["https://openalex.org/W2171218219","https://openalex.org/W1972271943","https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2150410159","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W3150905897","https://openalex.org/W4327525404","https://openalex.org/W2032664813"],"abstract_inverted_index":{"A":[0],"system":[1],"using":[2,27,93],"electroencephalography":[3],"(EEG)":[4],"signals":[5],"could":[6],"enhance":[7,124],"the":[8,20,37,55,117],"detection":[9],"of":[10,49],"mental":[11],"fatigue":[12,23,128],"while":[13],"driving":[14],"a":[15],"vehicle.":[16],"This":[17],"paper":[18],"examines":[19],"classification":[21,56,92],"between":[22],"and":[24,41,78,109],"alert":[25],"states":[26],"an":[28,63,71,79],"autoregressive":[29],"(AR)":[30],"model-based":[31],"power":[32],"spectral":[33],"density":[34],"(PSD)":[35],"as":[36,54,129],"features":[38],"extraction":[39],"method":[40],"fuzzy":[42],"particle":[43],"swarm":[44],"optimization":[45],"with":[46,97,119],"cross":[47],"mutated":[48],"artificial":[50],"neural":[51],"network":[52],"(FPSOCM-ANN)":[53],"method.":[57],"Using":[58],"32-EEG":[59],"channels,":[60,96],"results":[61],"indicated":[62],"improved":[64,72,80],"overall":[65],"specificity":[66],"from":[67,74,82],"76.99%":[68],"to":[69,76,84,88,126],"82.02%,":[70],"sensitivity":[73,108],"74.92":[75],"78.99%":[77],"accuracy":[81,111],"75.95%":[83],"80.51%":[85],"when":[86],"compared":[87],"previous":[89],"studies.":[90],"The":[91],"fewer":[94,120],"EEG":[95,121],"eleven":[98],"frontal":[99],"sites":[100],"resulted":[101],"in":[102],"77.52%":[103],"for":[104,107],"specificity,":[105],"73.78%":[106],"75.65%":[110],"being":[112],"achieved.":[113],"For":[114],"ergonomic":[115],"reasons,":[116],"configuration":[118],"channels":[122],"will":[123],"capacity":[125],"monitor":[127],"there":[130],"is":[131],"less":[132],"set-up":[133],"time":[134],"required.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}