{"id":"https://openalex.org/W2767725414","doi":"https://doi.org/10.1109/icdsp.2017.8096108","title":"Adaptive segmentation of multimodal polysomnography data for sleep stages detection","display_name":"Adaptive segmentation of multimodal polysomnography data for sleep stages detection","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2767725414","doi":"https://doi.org/10.1109/icdsp.2017.8096108","mag":"2767725414"},"language":"en","primary_location":{"id":"doi:10.1109/icdsp.2017.8096108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2017.8096108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 22nd International Conference on Digital Signal Processing (DSP)","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/A5043837835","display_name":"Ale\u0161 Proch\u00e1zka","orcid":"https://orcid.org/0000-0002-0270-1738"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]},{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Ales Prochazka","raw_affiliation_strings":["Czech Technical University, Robotics and Cybernetics, CZ","Department of Computing and Control Engineering, University of Chemistry and Technology, CZ"],"affiliations":[{"raw_affiliation_string":"Czech Technical University, Robotics and Cybernetics, CZ","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Computing and Control Engineering, University of Chemistry and Technology, CZ","institution_ids":["https://openalex.org/I9073902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091507239","display_name":"Ji\u0159\u00ed Kuchy\u0148ka","orcid":"https://orcid.org/0000-0002-9672-0875"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jiri Kuchynka","raw_affiliation_strings":["Department of Neurology, Charles University, CZ"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Charles University, CZ","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102952440","display_name":"Mohammadreza Yadollahi","orcid":"https://orcid.org/0000-0003-3440-7725"},"institutions":[{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Mohammadreza Yadollahi","raw_affiliation_strings":["Department of Computing and Control Engineering, University of Chemistry and Technology, CZ"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Control Engineering, University of Chemistry and Technology, CZ","institution_ids":["https://openalex.org/I9073902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035813973","display_name":"Carmen Paz Su\u00e1rez Araujo","orcid":null},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carmen Paz Suarez Araujo","raw_affiliation_strings":["Universidad de Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072240908","display_name":"Old\u0159ich Vy\u0161ata","orcid":"https://orcid.org/0000-0003-3649-6688"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]},{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]},{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Oldrich Vysata","raw_affiliation_strings":["Czech Technical University, Robotics and Cybernetics, CZ","Department of Computing and Control Engineering, University of Chemistry and Technology, CZ","Department of Neurology, Charles University, CZ"],"affiliations":[{"raw_affiliation_string":"Czech Technical University, Robotics and Cybernetics, CZ","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Computing and Control Engineering, University of Chemistry and Technology, CZ","institution_ids":["https://openalex.org/I9073902"]},{"raw_affiliation_string":"Department of Neurology, Charles University, CZ","institution_ids":["https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043837835"],"corresponding_institution_ids":["https://openalex.org/I44504214","https://openalex.org/I9073902"],"apc_list":null,"apc_paid":null,"fwci":0.2563,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55502204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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":0.9997000098228455,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/polysomnography","display_name":"Polysomnography","score":0.8457064032554626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.691058337688446},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.6428003907203674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6089776754379272},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5112640857696533},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.48993176221847534},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.48182836174964905},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38719284534454346},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3843476176261902},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.3833502233028412},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33295589685440063},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15760639309883118}],"concepts":[{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.8457064032554626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.691058337688446},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.6428003907203674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6089776754379272},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5112640857696533},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.48993176221847534},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.48182836174964905},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38719284534454346},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3843476176261902},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3833502233028412},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33295589685440063},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15760639309883118},{"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":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icdsp.2017.8096108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2017.8096108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 22nd International Conference on Digital Signal Processing (DSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:https://accedacris.ulpgc.es:10553/37179","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/37179","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2017 22nd International Conference on Digital Signal Processing (DSP), London (23-25 Aug.), p. 1-4","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309755","display_name":"Univerzita Karlova v Praze","ror":"https://ror.org/024d6js02"},{"id":"https://openalex.org/F4320319134","display_name":"Fakultn\u00ed nemocnice Hradec Kr\u00e1lov\u00e9","ror":"https://ror.org/04wckhb82"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W369460718","https://openalex.org/W976039271","https://openalex.org/W1663973292","https://openalex.org/W1965535792","https://openalex.org/W1978347377","https://openalex.org/W1983811067","https://openalex.org/W1996369579","https://openalex.org/W1997386971","https://openalex.org/W1998960338","https://openalex.org/W2000746403","https://openalex.org/W2043938785","https://openalex.org/W2046126307","https://openalex.org/W2071758421","https://openalex.org/W2117189012","https://openalex.org/W2152506241","https://openalex.org/W2345790745","https://openalex.org/W2397089270","https://openalex.org/W2464831560","https://openalex.org/W2465111177","https://openalex.org/W2516530906","https://openalex.org/W2518093335","https://openalex.org/W2520211998","https://openalex.org/W2560576546","https://openalex.org/W2583560550","https://openalex.org/W2593999683","https://openalex.org/W2784872838","https://openalex.org/W4212863985"],"related_works":["https://openalex.org/W4390146185","https://openalex.org/W3121188996","https://openalex.org/W2084125138","https://openalex.org/W4308561096","https://openalex.org/W3200508116","https://openalex.org/W2136162213","https://openalex.org/W2841059565","https://openalex.org/W2376497661","https://openalex.org/W2294987193","https://openalex.org/W3011076523"],"abstract_inverted_index":{"The":[0,24,108],"paper":[1],"presents":[2],"a":[3],"new":[4,86],"algorithm":[5],"for":[6,32,48,60,83,102],"adaptive":[7],"classification":[8,95],"of":[9,35,64,85],"sleep":[10,18,39,91,118],"stages":[11,40,119],"using":[12,123],"multimodal":[13,56],"data":[14],"recorded":[15],"in":[16],"the":[17,28,33,65],"laboratory":[19],"during":[20],"overnight":[21],"polysomnography":[22],"records.":[23],"proposed":[25,66,109],"method":[26,110],"includes":[27],"learning":[29],"process":[30],"applied":[31],"set":[34],"individuals":[36,87],"with":[37],"their":[38,90],"classified":[41],"by":[42],"an":[43],"experienced":[44],"neurologist.":[45],"Features":[46],"evaluated":[47],"time":[49],"windows":[50],"30":[51],"s":[52],"long":[53],"and":[54,62,78,100,104,120],"selected":[55],"signals":[57],"are":[58],"used":[59,82],"construction":[61],"optimization":[63],"two-layer":[67],"neural":[68],"network":[69],"model.":[70],"Resulting":[71],"computational":[72],"system":[73],"based":[74],"upon":[75],"breathing":[76],"EEG":[77],"EOG":[79],"features":[80],"is":[81],"analysis":[84],"to":[88,116],"detect":[89,117],"stages.":[92],"Results":[93],"include":[94],"accuracy":[96],"higher":[97],"than":[98],"80%":[99],"90%":[101],"Wake":[103],"REM":[105],"stages,":[106],"respectively.":[107],"can":[111],"adaptively":[112],"modify":[113],"model":[114],"coefficients":[115],"sleeping":[121],"disorders":[122],"man-machine":[124],"interaction.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}