{"id":"https://openalex.org/W4386098451","doi":"https://doi.org/10.3390/s23177341","title":"Sleep CLIP: A Multimodal Sleep Staging Model Based on Sleep Signals and Sleep Staging Labels","display_name":"Sleep CLIP: A Multimodal Sleep Staging Model Based on Sleep Signals and Sleep Staging Labels","publication_year":2023,"publication_date":"2023-08-23","ids":{"openalex":"https://openalex.org/W4386098451","doi":"https://doi.org/10.3390/s23177341","pmid":"https://pubmed.ncbi.nlm.nih.gov/37687797"},"language":"en","primary_location":{"id":"doi:10.3390/s23177341","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177341","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7341/pdf?version=1692773609","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/17/7341/pdf?version=1692773609","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012284536","display_name":"Weijia Yang","orcid":"https://orcid.org/0009-0006-7561-5095"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weijia Yang","raw_affiliation_strings":["School of Applied Mathematics, Chengdu University of Information Science and Technology, Chengdu 610051, China"],"raw_orcid":"https://orcid.org/0009-0006-7561-5095","affiliations":[{"raw_affiliation_string":"School of Applied Mathematics, Chengdu University of Information Science and Technology, Chengdu 610051, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101477537","display_name":"Yuxian Wang","orcid":"https://orcid.org/0000-0001-5194-275X"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxian Wang","raw_affiliation_strings":["School of Applied Mathematics, Chengdu University of Information Science and Technology, Chengdu 610051, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Applied Mathematics, Chengdu University of Information Science and Technology, Chengdu 610051, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086112948","display_name":"Jiancheng Hu","orcid":"https://orcid.org/0000-0002-3519-2140"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiancheng Hu","raw_affiliation_strings":["School of Applied Mathematics, Chengdu University of Information Science and Technology, Chengdu 610051, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Applied Mathematics, Chengdu University of Information Science and Technology, Chengdu 610051, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072474279","display_name":"Tuming Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tuming Yuan","raw_affiliation_strings":["School of Applied Mathematics, Chengdu University of Information Science and Technology, Chengdu 610051, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Applied Mathematics, Chengdu University of Information Science and Technology, Chengdu 610051, China","institution_ids":["https://openalex.org/I24201400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012284536"],"corresponding_institution_ids":["https://openalex.org/I24201400"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.9234,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71564528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"17","first_page":"7341","last_page":"7341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9968000054359436,"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":0.9968000054359436,"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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9853000044822693,"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/sleep","display_name":"Sleep (system call)","score":0.8265007734298706},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5712457895278931},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.5189916491508484},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.390203058719635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3720543682575226},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.29485583305358887},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.2643650770187378},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2572650909423828}],"concepts":[{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.8265007734298706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5712457895278931},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.5189916491508484},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.390203058719635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3720543682575226},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.29485583305358887},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.2643650770187378},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2572650909423828},{"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/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":"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":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012893","descriptor_name":"Sleep Wake Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012893","descriptor_name":"Sleep Wake Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012893","descriptor_name":"Sleep Wake Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012894","descriptor_name":"Sleep Stages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012894","descriptor_name":"Sleep Stages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012894","descriptor_name":"Sleep Stages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23177341","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177341","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7341/pdf?version=1692773609","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37687797","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37687797","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10490238","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10490238","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10490238/pdf/sensors-23-07341.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:7f54ec83777347cab4be573278781c2d","is_oa":true,"landing_page_url":"https://doaj.org/article/7f54ec83777347cab4be573278781c2d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 17, p 7341 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/17/7341/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23177341","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 17; Pages: 7341","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23177341","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177341","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7341/pdf?version=1692773609","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386098451.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1925963981","https://openalex.org/W2008056655","https://openalex.org/W2117296910","https://openalex.org/W2121034421","https://openalex.org/W2124644809","https://openalex.org/W2144691514","https://openalex.org/W2162800060","https://openalex.org/W2535913358","https://openalex.org/W2604096629","https://openalex.org/W2610697518","https://openalex.org/W2793841943","https://openalex.org/W2893892260","https://openalex.org/W2911964244","https://openalex.org/W2920016582","https://openalex.org/W2963919481","https://openalex.org/W2981654920","https://openalex.org/W3082394918","https://openalex.org/W3135367836","https://openalex.org/W3188349400","https://openalex.org/W4214926101","https://openalex.org/W4283787456","https://openalex.org/W4296551123","https://openalex.org/W4306877181","https://openalex.org/W4317795265","https://openalex.org/W4368358709","https://openalex.org/W4378745160","https://openalex.org/W4386071547","https://openalex.org/W6640432717","https://openalex.org/W6767290199","https://openalex.org/W6852081040"],"related_works":["https://openalex.org/W3121188996","https://openalex.org/W4308561096","https://openalex.org/W3200508116","https://openalex.org/W3011076523","https://openalex.org/W2136162213","https://openalex.org/W2376497661","https://openalex.org/W2319810220","https://openalex.org/W2424678138","https://openalex.org/W2991581874","https://openalex.org/W2324099496"],"abstract_inverted_index":{"Since":[0],"the":[1,4,12,38,50,69,89,97],"release":[2],"of":[3,33,40,53,88,111],"contrastive":[5],"language-image":[6],"pre-training":[7,86],"(CLIP)":[8],"model":[9,66,71,90],"designed":[10],"by":[11],"OpenAI":[13],"team,":[14],"it":[15],"has":[16,47],"been":[17],"applied":[18],"in":[19],"several":[20],"fields":[21],"owing":[22],"to":[23],"its":[24],"high":[25,45],"accuracy.":[26],"Sleep":[27],"staging":[28,42,55,78],"is":[29,60,73,100],"an":[30],"important":[31],"method":[32,99],"diagnosing":[34],"sleep":[35,41,54,77,81],"disorders,":[36],"and":[37,83,107,113],"completion":[39],"tasks":[43,79],"with":[44,109],"accuracy":[46],"always":[48],"remained":[49],"main":[51],"goal":[52],"algorithm":[56],"designers.":[57],"This":[58],"study":[59],"aimed":[61],"at":[62],"designing":[63],"a":[64],"multimodal":[65],"based":[67],"on":[68,102],"CLIP":[70],"that":[72],"more":[74],"suitable":[75],"for":[76],"using":[80],"signals":[82],"labels.":[84],"The":[85],"efforts":[87],"involve":[91],"five":[92],"different":[93],"training":[94,104],"sets.":[95],"Finally,":[96],"proposed":[98],"tested":[101],"two":[103],"sets":[105],"(EDF-39":[106],"EDF-153),":[108],"accuracies":[110],"87.3":[112],"85.4%,":[114],"respectively.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
