{"id":"https://openalex.org/W2589199868","doi":"https://doi.org/10.1515/bams-2017-0003","title":"Sleep-related breathing biomarkers as a predictor of vital functions","display_name":"Sleep-related breathing biomarkers as a predictor of vital functions","publication_year":2017,"publication_date":"2017-02-23","ids":{"openalex":"https://openalex.org/W2589199868","doi":"https://doi.org/10.1515/bams-2017-0003","mag":"2589199868"},"language":"en","primary_location":{"id":"doi:10.1515/bams-2017-0003","is_oa":false,"landing_page_url":"https://doi.org/10.1515/bams-2017-0003","pdf_url":null,"source":{"id":"https://openalex.org/S2764861201","display_name":"Bio-Algorithms and Med-Systems","issn_l":"1895-9091","issn":["1895-9091","1896-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bio-Algorithms and Med-Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ruj.uj.edu.pl/xmlui/handle/item/140198","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066758908","display_name":"Klaudia Proniewska","orcid":"https://orcid.org/0000-0002-8160-007X"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Klaudia Proniewska","raw_affiliation_strings":["Jagiellonian University Medical College, \u015awi\u0119tej Anny 12, 31-008 Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"Jagiellonian University Medical College, \u015awi\u0119tej Anny 12, 31-008 Krakow, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047924718","display_name":"Agnieszka Pr\u0119gowska","orcid":"https://orcid.org/0000-0001-9163-9931"},"institutions":[{"id":"https://openalex.org/I4210119410","display_name":"Institute of Fundamental Technological Research","ror":"https://ror.org/03fs4aq04","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210119410","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Agnieszka Pregowska","raw_affiliation_strings":["Institute of Fundamental Technological Research, Polish Academy of Sciences, Pawinskiego 5B, 02-106 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Fundamental Technological Research, Polish Academy of Sciences, Pawinskiego 5B, 02-106 Warsaw, Poland","institution_ids":["https://openalex.org/I4210119410","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061454014","display_name":"Krzysztof Piotr Malinowski","orcid":"https://orcid.org/0000-0003-2189-0498"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Piotr Malinowski","raw_affiliation_strings":["Jagiellonian University Medical College, \u015awi\u0119tej Anny 12, 31-008 Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"Jagiellonian University Medical College, \u015awi\u0119tej Anny 12, 31-008 Krakow, Poland","institution_ids":["https://openalex.org/I126596746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066758908"],"corresponding_institution_ids":["https://openalex.org/I126596746"],"apc_list":null,"apc_paid":null,"fwci":0.3118,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6000291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"13","issue":"1","first_page":"43","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998999834060669,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9843999743461609,"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/T11456","display_name":"Neuroscience of respiration and sleep","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"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/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.7502990961074829},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.7468172311782837},{"id":"https://openalex.org/keywords/akaike-information-criterion","display_name":"Akaike information criterion","score":0.745449423789978},{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.5492491722106934},{"id":"https://openalex.org/keywords/stepwise-regression","display_name":"Stepwise regression","score":0.527128279209137},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.4957057237625122},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.487984836101532},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.4864613711833954},{"id":"https://openalex.org/keywords/sleep-disorder","display_name":"Sleep disorder","score":0.441093385219574},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4205719530582428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4080049395561218},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3892127573490143},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3809984624385834},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.35148298740386963},{"id":"https://openalex.org/keywords/insomnia","display_name":"Insomnia","score":0.29695263504981995},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2699829638004303},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11261802911758423},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.07860121130943298}],"concepts":[{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.7502990961074829},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.7468172311782837},{"id":"https://openalex.org/C126674687","wikidata":"https://www.wikidata.org/wiki/Q1662573","display_name":"Akaike information criterion","level":2,"score":0.745449423789978},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.5492491722106934},{"id":"https://openalex.org/C170964787","wikidata":"https://www.wikidata.org/wiki/Q7611170","display_name":"Stepwise regression","level":2,"score":0.527128279209137},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.4957057237625122},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.487984836101532},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.4864613711833954},{"id":"https://openalex.org/C1513209611","wikidata":"https://www.wikidata.org/wiki/Q177190","display_name":"Sleep disorder","level":3,"score":0.441093385219574},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4205719530582428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4080049395561218},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3892127573490143},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3809984624385834},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.35148298740386963},{"id":"https://openalex.org/C2781210498","wikidata":"https://www.wikidata.org/wiki/Q1869874","display_name":"Insomnia","level":2,"score":0.29695263504981995},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2699829638004303},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11261802911758423},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.07860121130943298},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1515/bams-2017-0003","is_oa":false,"landing_page_url":"https://doi.org/10.1515/bams-2017-0003","pdf_url":null,"source":{"id":"https://openalex.org/S2764861201","display_name":"Bio-Algorithms and Med-Systems","issn_l":"1895-9091","issn":["1895-9091","1896-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bio-Algorithms and Med-Systems","raw_type":"journal-article"},{"id":"pmh:oai:ruj.uj.edu.pl:item/140198","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/140198","pdf_url":null,"source":{"id":"https://openalex.org/S4306401249","display_name":"Jagiellonian University Repository (Jagiellonian University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126596746","host_organization_name":"Jagiellonian University","host_organization_lineage":["https://openalex.org/I126596746"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ruj.uj.edu.pl:item/99976","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/99976","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"artyku\u0142 w czasopi\u015bmie"},{"id":"pmh:oai:ruj.uj.edu.pl:item/127383","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/127383","pdf_url":null,"source":{"id":"https://openalex.org/S4306401249","display_name":"Jagiellonian University Repository (Jagiellonian University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126596746","host_organization_name":"Jagiellonian University","host_organization_lineage":["https://openalex.org/I126596746"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ruj.uj.edu.pl:item/140198","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/140198","pdf_url":null,"source":{"id":"https://openalex.org/S4306401249","display_name":"Jagiellonian University Repository (Jagiellonian University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126596746","host_organization_name":"Jagiellonian University","host_organization_lineage":["https://openalex.org/I126596746"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1204949016","https://openalex.org/W1494365440","https://openalex.org/W1965821698","https://openalex.org/W1981762351","https://openalex.org/W2005572025","https://openalex.org/W2020001173","https://openalex.org/W2028591947","https://openalex.org/W2059728885","https://openalex.org/W2063851257","https://openalex.org/W2104960492","https://openalex.org/W2106596002","https://openalex.org/W2107969660","https://openalex.org/W2130580047","https://openalex.org/W2144744245","https://openalex.org/W2155758218","https://openalex.org/W2162547616","https://openalex.org/W2163236561","https://openalex.org/W2167329491","https://openalex.org/W2173931240","https://openalex.org/W2178228580","https://openalex.org/W2208356663","https://openalex.org/W2238348603","https://openalex.org/W2321171207","https://openalex.org/W2330141330","https://openalex.org/W2344291187","https://openalex.org/W2395467069","https://openalex.org/W2408631410","https://openalex.org/W2469265126","https://openalex.org/W2510957073","https://openalex.org/W2518685596","https://openalex.org/W2785563066","https://openalex.org/W2992913340"],"related_works":["https://openalex.org/W1987464952","https://openalex.org/W2735932032","https://openalex.org/W1673329429","https://openalex.org/W2028169157","https://openalex.org/W2946959524","https://openalex.org/W2087181818","https://openalex.org/W2009172296","https://openalex.org/W2339573327","https://openalex.org/W2037309944","https://openalex.org/W6865853"],"abstract_inverted_index":{"Abstract":[0],"Because":[1],"an":[2,21,254],"average":[3],"human":[4],"spends":[5],"one":[6],"third":[7],"of":[8,18,28,35,56,65,72,125,132,158,185,200,207,221,227,233,244],"his":[9],"life":[10],"asleep,":[11],"it":[12,37],"is":[13,38,59,190,202,217],"apparent":[14],"that":[15,141,167,197],"the":[16,25,33,62,92,142,155,198,205,211,231,257],"quality":[17,27,199],"sleep":[19,52,177,225,258],"has":[20,253],"important":[22,39],"impact":[23],"on":[24,147,256],"overall":[26],"life.":[29],"To":[30,99],"properly":[31],"understand":[32],"influence":[34,255],"sleep,":[36],"to":[40,43,60,90,230],"know":[41],"how":[42],"detect":[44],"its":[45],"disorders":[46,75],"such":[47],"as":[48],"snoring,":[49],"wheezing,":[50],"or":[51],"apnea.":[53],"The":[54,110,163,183,193,213,237],"aim":[55],"this":[57],"study":[58,127],"investigate":[61],"predictive":[63],"capability":[64],"a":[66,242],"dual-modality":[67],"analysis":[68],"scheme":[69],"for":[70,150,187],"methods":[71],"sleep-related":[73],"breathing":[74],"(SRBDs)":[76],"using":[77,86],"biosignals":[78],"captured":[79,135],"during":[80,161,176],"sleep.":[81,162],"Two":[82],"logistic":[83,152],"regressions":[84,153],"constructed":[85,117],"backward":[87],"stepwise":[88],"regression":[89],"minimize":[91],"Akaike":[93],"information":[94],"criterion":[95],"were":[96,108,134],"extensively":[97],"considered.":[98],"evaluate":[100],"classification":[101,112,144],"correctness,":[102],"receiver":[103],"operating":[104],"characteristic":[105],"(ROC)":[106],"curves":[107],"used.":[109],"proposed":[111,143,238],"methodology":[113,239],"was":[114,196],"validated":[115],"with":[116,129,178,204],"Random":[118],"Forests":[119],"methodology.":[120],"Breathing":[121],"sounds":[122],"and":[123,136,181,252],"electrocardiograms":[124],"15":[126],"subjects":[128],"different":[130,156],"degrees":[131],"SRBD":[133],"analyzed.":[137],"Our":[138],"results":[139],"show":[140],"model":[145],"based":[146],"selected":[148,168],"parameters":[149,169,208],"both":[151],"determine":[154],"types":[157],"acoustic":[159],"events":[160,175],"ROC":[164],"curve":[165],"indicates":[166],"can":[170],"distinguish":[171],"normal":[172],"versus":[173],"abnormal":[174],"high":[179],"sensitivity":[180],"specificity.":[182],"percentage":[184],"prediction":[186],"defined":[188],"SRBDs":[189],"very":[191],"high.":[192],"initial":[194],"assumption":[195],"result":[201],"growing":[203],"number":[206],"included":[209],"in":[210],"model.":[212],"best":[214],"recognition":[215],"reached":[216],"more":[218],"than":[219],"89%":[220],"good":[222],"predictions.":[223],"Thus,":[224],"monitoring":[226],"breath":[228],"leads":[229],"diagnosis":[232],"vital":[234],"function":[235],"disorders.":[236],"helps":[240],"find":[241],"way":[243],"snoring":[245],"rehabilitation,":[246],"makes":[247],"decisions":[248],"concerning":[249],"future":[250],"treatment,":[251],"quality.":[259]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}