{"id":"https://openalex.org/W4327520712","doi":"https://doi.org/10.1145/3574198.3574213","title":"Research on Automatic Sleep Staging of Sleep Based on Different Reference Montages of Single Channel EEG","display_name":"Research on Automatic Sleep Staging of Sleep Based on Different Reference Montages of Single Channel EEG","publication_year":2022,"publication_date":"2022-11-10","ids":{"openalex":"https://openalex.org/W4327520712","doi":"https://doi.org/10.1145/3574198.3574213"},"language":"en","primary_location":{"id":"doi:10.1145/3574198.3574213","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3574198.3574213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 9th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5091722900","display_name":"Hengyan Guo","orcid":"https://orcid.org/0000-0002-9376-1516"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hengyan Guo","raw_affiliation_strings":["TianJin University, China"],"affiliations":[{"raw_affiliation_string":"TianJin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027735819","display_name":"Yang Di","orcid":"https://orcid.org/0000-0002-8152-7351"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Di","raw_affiliation_strings":["TianJin University, China"],"affiliations":[{"raw_affiliation_string":"TianJin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013041561","display_name":"Xingwei An","orcid":"https://orcid.org/0000-0002-5417-508X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwei An","raw_affiliation_strings":["TianJin University, China"],"affiliations":[{"raw_affiliation_string":"TianJin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023137139","display_name":"Zhongpeng Wang","orcid":"https://orcid.org/0000-0002-3002-1756"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongpeng Wang","raw_affiliation_strings":["TianJin University, China"],"affiliations":[{"raw_affiliation_string":"TianJin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032137316","display_name":"Dong Ming","orcid":"https://orcid.org/0000-0002-2033-6412"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Ming","raw_affiliation_strings":["TianJin University, China"],"affiliations":[{"raw_affiliation_string":"TianJin University, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091722900"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18168565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"99"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994999766349792,"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":0.9994999766349792,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9940000176429749,"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"}},{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.9776999950408936,"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/computer-science","display_name":"Computer science","score":0.7118825912475586},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6626743078231812},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.6159899234771729},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.6158349514007568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5701492428779602},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5184680819511414},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4717482030391693},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3908960819244385},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.38333287835121155},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20495396852493286},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11334609985351562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7118825912475586},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6626743078231812},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.6159899234771729},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.6158349514007568},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5701492428779602},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5184680819511414},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4717482030391693},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3908960819244385},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.38333287835121155},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20495396852493286},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11334609985351562},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3574198.3574213","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3574198.3574213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 9th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1996369579","https://openalex.org/W2025020821","https://openalex.org/W2048219658","https://openalex.org/W2163462953","https://openalex.org/W2513213398","https://openalex.org/W2525537354","https://openalex.org/W2571304339","https://openalex.org/W2745428071","https://openalex.org/W2981428193","https://openalex.org/W3035374448","https://openalex.org/W3143897138"],"related_works":["https://openalex.org/W4390146185","https://openalex.org/W3121188996","https://openalex.org/W4378835439","https://openalex.org/W2084125138","https://openalex.org/W4308561096","https://openalex.org/W3200508116","https://openalex.org/W3011076523","https://openalex.org/W2136162213","https://openalex.org/W2294987193","https://openalex.org/W2376497661"],"abstract_inverted_index":{"Sleep":[0],"staging":[1,19,173],"is":[2,25,118,161,183],"very":[3],"important":[4],"for":[5],"the":[6,30,38,42,59,63,73,87,95,101,122,168,172,189,192,200,210,230,242,247],"effective":[7],"diagnosis":[8],"and":[9,29,35,72,92,114,135,187,216,224,244],"pre-intervention":[10],"of":[11,40,44,76,79,94,105,125,171,191,214,246],"patients":[12],"with":[13,203],"sleep":[14,18,49,60,82,130,133,158],"disorders.":[15],"The":[16,90,108,195],"traditional":[17],"method":[20,117],"based":[21,67],"on":[22,68],"manual":[23],"scoring":[24],"highly":[26],"subjective,":[27],"time-consuming":[28],"collection":[31],"methods":[32],"are":[33],"complicated":[34],"cumbersome.":[36],"From":[37],"perspective":[39],"optimizing":[41],"selection":[43,151],"EEG":[45,83,145,149],"channels":[46],"in":[47,58,86,143,164,229],"automatic":[48],"staging,":[50],"we":[51],"collected":[52],"PSG":[53],"signals":[54,84],"from":[55],"26":[56],"subjects":[57],"laboratory,":[61],"extracted":[62,96],"frequency":[64],"domain":[65],"features":[66,75,97],"power":[69],"spectral":[70],"density":[71],"time-frequency":[74],"wavelet":[77],"transform":[78],"12":[80],"channel":[81,141,150,202],"located":[85],"forehead-central":[88],"area.":[89],"separability":[91],"validity":[93],"were":[98],"explored":[99],"by":[100,181],"One":[102],"Way":[103],"Analysis":[104],"Variance":[106],"(ANOVA).":[107],"light":[109,129],"Gradient":[110],"Boosting":[111],"Machine":[112],"(LGB)":[113],"leave-one-out":[115],"cross-validation":[116],"used":[119,184],"to":[120,156,166,185],"classify":[121],"four":[123],"stages":[124],"sleep:":[126],"wakefulness":[127],"(W),":[128],"(LS),":[131],"deep":[132],"(DS),":[134],"rapid":[136],"eye":[137],"movement":[138],"(REM).":[139],"Through":[140],"screening":[142],"different":[144],"reference":[146,208],"montages,":[147],"an":[148],"that":[152,199],"can":[153],"be":[154],"applied":[155],"wearable":[157],"monitoring":[159],"devices":[160],"proposed.":[162],"Moreover,":[163],"order":[165],"verify":[167],"generalization":[169],"ability":[170],"model.":[174,194,248],"Sleep-EDFx,":[175],"a":[176,207],"public":[177],"data":[178],"set":[179],"provided":[180],"PhysioNet,":[182],"evaluate":[186],"compare":[188],"performance":[190],"proposed":[193],"experimental":[196],"results":[197],"show":[198,235],"T4-AVG":[201],"ear":[204],"electrodes":[205,227],"as":[206],"achieves":[209],"highest":[211],"classification":[212,238],"accuracy":[213],"92.25%":[215],"0.857":[217],"kappa":[218],"coefficient,":[219],"which":[220,240],"provides":[221],"better":[222],"wearability":[223],"portability":[225,243],"than":[226],"placed":[228],"parietal-occipital":[231],"region.":[232],"All":[233],"datasets":[234],"relatively":[236],"stable":[237],"performance,":[239],"reflects":[241],"robustness":[245]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}