{"id":"https://openalex.org/W4200017707","doi":"https://doi.org/10.1109/embc46164.2021.9630401","title":"Investigating the neural signature of microsleeps using EEG","display_name":"Investigating the neural signature of microsleeps using EEG","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200017707","doi":"https://doi.org/10.1109/embc46164.2021.9630401","pmid":"https://pubmed.ncbi.nlm.nih.gov/34892552"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9630401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9630401","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; 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/A5032562913","display_name":"Mohamed H. Zaky","orcid":null},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]},{"id":"https://openalex.org/I4210099107","display_name":"New Zealand Brain Research Institute","ror":"https://ror.org/01141nq92","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I4210099107"]},{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG","NZ"],"is_corresponding":false,"raw_author_name":"Mohamed H. Zaky","raw_affiliation_strings":["Arab Academy for Science, Technology and Maritime Transport in Egypt","Christchurch Neurotechnology Research Programme, New Zealand Brain Research Institute, Christchurch, New Zealand","University of Canterbury"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arab Academy for Science, Technology and Maritime Transport in Egypt","institution_ids":["https://openalex.org/I59272784"]},{"raw_affiliation_string":"Christchurch Neurotechnology Research Programme, New Zealand Brain Research Institute, Christchurch, New Zealand","institution_ids":["https://openalex.org/I4210099107"]},{"raw_affiliation_string":"University of Canterbury","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040795882","display_name":"Reza Shoorangiz","orcid":"https://orcid.org/0000-0002-3653-9644"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]},{"id":"https://openalex.org/I4210099107","display_name":"New Zealand Brain Research Institute","ror":"https://ror.org/01141nq92","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I4210099107"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Reza Shoorangiz","raw_affiliation_strings":["Christchurch Neurotechnology Research Programme, University of Canterbury","New Zealand Brain Research Institute, Christchurch, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Christchurch Neurotechnology Research Programme, University of Canterbury","institution_ids":["https://openalex.org/I185492890"]},{"raw_affiliation_string":"New Zealand Brain Research Institute, Christchurch, New Zealand","institution_ids":["https://openalex.org/I4210099107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028211820","display_name":"Govinda Poudel","orcid":"https://orcid.org/0000-0002-0043-7531"},"institutions":[{"id":"https://openalex.org/I86695891","display_name":"Australian Catholic University","ror":"https://ror.org/04cxm4j25","country_code":"AU","type":"education","lineage":["https://openalex.org/I86695891"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Govinda R. Poudel","raw_affiliation_strings":["Christchurch Neurotechnology Research Programme, the Australian Catholic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Christchurch Neurotechnology Research Programme, the Australian Catholic University","institution_ids":["https://openalex.org/I86695891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052722469","display_name":"Le Yang","orcid":"https://orcid.org/0000-0001-7945-6323"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Le Yang","raw_affiliation_strings":["University of Canterbury"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Canterbury","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088922632","display_name":"Richard D. Jones","orcid":"https://orcid.org/0000-0003-2287-3358"},"institutions":[{"id":"https://openalex.org/I4210099107","display_name":"New Zealand Brain Research Institute","ror":"https://ror.org/01141nq92","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I4210099107"]},{"id":"https://openalex.org/I80281795","display_name":"University of Otago","ror":"https://ror.org/01jmxt844","country_code":"NZ","type":"education","lineage":["https://openalex.org/I80281795"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Richard D. Jones","raw_affiliation_strings":["New Zealand Brain Research Institute, Christchurch, New Zealand","University of Otago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Zealand Brain Research Institute, Christchurch, New Zealand","institution_ids":["https://openalex.org/I4210099107"]},{"raw_affiliation_string":"University of Otago","institution_ids":["https://openalex.org/I80281795"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10090909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"2021","issue":null,"first_page":"6293","last_page":"6296"},"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9998000264167786,"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":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8438160419464111},{"id":"https://openalex.org/keywords/alpha","display_name":"Alpha (finance)","score":0.6886792182922363},{"id":"https://openalex.org/keywords/beta","display_name":"BETA (programming language)","score":0.6029635071754456},{"id":"https://openalex.org/keywords/wakefulness","display_name":"Wakefulness","score":0.5598708391189575},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.5263308882713318},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.482867032289505},{"id":"https://openalex.org/keywords/beta-rhythm","display_name":"Beta Rhythm","score":0.46769025921821594},{"id":"https://openalex.org/keywords/occipital-lobe","display_name":"Occipital lobe","score":0.43928852677345276},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4368010461330414},{"id":"https://openalex.org/keywords/frontal-lobe","display_name":"Frontal lobe","score":0.42318424582481384},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.366115540266037},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.27923712134361267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21538007259368896},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.16154897212982178},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14653366804122925},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.12025576829910278}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8438160419464111},{"id":"https://openalex.org/C64943373","wikidata":"https://www.wikidata.org/wiki/Q2651003","display_name":"Alpha (finance)","level":4,"score":0.6886792182922363},{"id":"https://openalex.org/C2776174256","wikidata":"https://www.wikidata.org/wiki/Q830842","display_name":"BETA (programming language)","level":2,"score":0.6029635071754456},{"id":"https://openalex.org/C2779320081","wikidata":"https://www.wikidata.org/wiki/Q246710","display_name":"Wakefulness","level":3,"score":0.5598708391189575},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.5263308882713318},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.482867032289505},{"id":"https://openalex.org/C2910144760","wikidata":"https://www.wikidata.org/wiki/Q831014","display_name":"Beta Rhythm","level":3,"score":0.46769025921821594},{"id":"https://openalex.org/C2778046553","wikidata":"https://www.wikidata.org/wiki/Q848340","display_name":"Occipital lobe","level":2,"score":0.43928852677345276},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4368010461330414},{"id":"https://openalex.org/C2777127467","wikidata":"https://www.wikidata.org/wiki/Q749520","display_name":"Frontal lobe","level":2,"score":0.42318424582481384},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.366115540266037},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.27923712134361267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21538007259368896},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.16154897212982178},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14653366804122925},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.12025576829910278},{"id":"https://openalex.org/C49453240","wikidata":"https://www.wikidata.org/wiki/Q1592163","display_name":"Construct validity","level":3,"score":0.0},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"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":"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":"D005625","descriptor_name":"Frontal Lobe","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005625","descriptor_name":"Frontal Lobe","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005625","descriptor_name":"Frontal Lobe","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":"D009778","descriptor_name":"Occipital Lobe","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009778","descriptor_name":"Occipital Lobe","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009778","descriptor_name":"Occipital Lobe","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014851","descriptor_name":"Wakefulness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014851","descriptor_name":"Wakefulness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014851","descriptor_name":"Wakefulness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc46164.2021.9630401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9630401","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34892552","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34892552","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8500000238418579}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310502","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W87142834","https://openalex.org/W1525254066","https://openalex.org/W1605608697","https://openalex.org/W1899217221","https://openalex.org/W1977231215","https://openalex.org/W1981494842","https://openalex.org/W1998803508","https://openalex.org/W2003922371","https://openalex.org/W2005169368","https://openalex.org/W2040553986","https://openalex.org/W2051122161","https://openalex.org/W2052035564","https://openalex.org/W2075149264","https://openalex.org/W2083669020","https://openalex.org/W2086032383","https://openalex.org/W2101567415","https://openalex.org/W2114469352","https://openalex.org/W2128495200","https://openalex.org/W2135894974","https://openalex.org/W2149407814","https://openalex.org/W2161491890","https://openalex.org/W2166073443","https://openalex.org/W2333390855","https://openalex.org/W2793381464","https://openalex.org/W2794649691","https://openalex.org/W2914237854","https://openalex.org/W2963881755","https://openalex.org/W2964204197","https://openalex.org/W2967748818"],"related_works":["https://openalex.org/W2383588288","https://openalex.org/W2361194683","https://openalex.org/W4393258722","https://openalex.org/W1551231575","https://openalex.org/W4311311263","https://openalex.org/W4252108815","https://openalex.org/W2030241844","https://openalex.org/W2801173176","https://openalex.org/W4387228441","https://openalex.org/W4212953225"],"abstract_inverted_index":{"A":[0,93],"microsleep":[1],"(MS)":[2],"is":[3,174],"a":[4,47],"complete":[5],"lapse":[6],"of":[7,13,32,108,192],"responsiveness":[8],"due":[9,187],"to":[10,56,73,99,111,178,188],"an":[11,109],"episode":[12],"brief":[14],"sleep":[15],"(\u2272":[16],"15":[17],"s)":[18],"with":[19,29,162,195],"eyes":[20],"partially":[21],"or":[22],"completely":[23],"closed.":[24],"MSs":[25,58],"are":[26,159],"highly":[27],"correlated":[28],"the":[30,63,75,78,101,130,136,147,175,189],"risk":[31],"car":[33],"accidents,":[34],"severe":[35],"injuries,":[36],"and":[37,54,84,126,133,138,150],"death.":[38],"To":[39],"investigate":[40],"EEG":[41,79,106],"changes":[42,145],"during":[43,184],"MSs,":[44,185],"we":[45,119],"used":[46,72],"2D":[48],"continuous":[49],"visuomotor":[50],"tracking":[51],"(CVT)":[52],"task":[53],"eye-video":[55],"identify":[57],"in":[59,77,103,123,146,154,160,170],"20":[60],"subjects":[61],"performing":[62],"50-min":[64],"task.":[65],"Following":[66],"pre-processing,":[67],"FFT":[68],"spectral":[69],"analysis":[70,96],"was":[71,97,197],"calculate":[74],"activity":[76,104,169,183,194],"delta,":[80,124],"theta,":[81,125],"alpha,":[82],"beta,":[83],"gamma":[85,148],"bands,":[86],"followed":[87],"by":[88],"eLORETA":[89],"for":[90,116],"source":[91],"reconstruction.":[92],"group":[94],"statistical":[95],"performed":[98],"compare":[100],"change":[102],"over":[105,129,135],"bands":[107],"MS":[110],"its":[112],"baseline.":[113],"After":[114],"correction":[115],"multiple":[117],"comparisons,":[118],"found":[120],"maximum":[121],"increases":[122],"alpha":[127,168],"activities":[128],"frontal":[131],"lobe,":[132],"beta":[134,182,193],"parietal":[137],"occipital":[139],"lobes.":[140],"There":[141],"were":[142],"no":[143,151],"significant":[144,152],"band,":[149],"decreases":[153],"any":[155],"band.":[156],"Our":[157],"results":[158],"agreement":[161],"previous":[163],"studies":[164],"which":[165],"reported":[166,180],"increased":[167,181],"MSs.":[171],"However,":[172],"this":[173],"first":[176],"study":[177],"have":[179],"which,":[186],"usual":[190],"association":[191],"wakefulness,":[196],"unexpected.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
