{"id":"https://openalex.org/W2144791766","doi":"https://doi.org/10.1109/embc.2013.6611061","title":"Estimating sleep disordered breathing based on heart rate analysis","display_name":"Estimating sleep disordered breathing based on heart rate analysis","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2144791766","doi":"https://doi.org/10.1109/embc.2013.6611061","mag":"2144791766","pmid":"https://pubmed.ncbi.nlm.nih.gov/24111248"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2013.6611061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6611061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and 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/A5058492122","display_name":"Thomas Penzel","orcid":"https://orcid.org/0000-0002-4304-0112"},"institutions":[{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"funder","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thomas Penzel","raw_affiliation_strings":["Interdisciplinary Sleep Medicine Center, Charit\u00e9 Universit\u00e4tsmedizin Berlin, Berlin, Germany","Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Sleep Medicine Center, Charit\u00e9 Universit\u00e4tsmedizin Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I7877124"]},{"raw_affiliation_string":"Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I7877124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074444871","display_name":"Martin Glos","orcid":"https://orcid.org/0000-0002-7819-0444"},"institutions":[{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"funder","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Glos","raw_affiliation_strings":["Interdisciplinary Sleep Medicine Center, Charit\u00e9 Universit\u00e4tsmedizin Berlin, Berlin, Germany","Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Sleep Medicine Center, Charit\u00e9 Universit\u00e4tsmedizin Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I7877124"]},{"raw_affiliation_string":"Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I7877124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113088828","display_name":"Christoph Sch\u00f6bel","orcid":null},"institutions":[{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"funder","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Schobel","raw_affiliation_strings":["Interdisciplinary Sleep Medicine Center, Charit\u00e9 Universit\u00e4tsmedizin Berlin, Berlin, Germany","Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Sleep Medicine Center, Charit\u00e9 Universit\u00e4tsmedizin Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I7877124"]},{"raw_affiliation_string":"Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I7877124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008851580","display_name":"Lal S","orcid":"https://orcid.org/0000-0002-0911-0850"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sara Lal","raw_affiliation_strings":["Neuroscience Research Unit, School of Medical and Molecular Biosciences, University of Technology, Sydney, Australia","Neurosci. Res. Unit, Univ. of Technol., Syndey, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Neuroscience Research Unit, School of Medical and Molecular Biosciences, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Neurosci. Res. Unit, Univ. of Technol., Syndey, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046780212","display_name":"Ingo Fietze","orcid":"https://orcid.org/0000-0001-5567-5206"},"institutions":[{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"funder","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ingo Fietze","raw_affiliation_strings":["Interdisciplinary Sleep Medicine Center, Charit\u00e9 Universit\u00e4tsmedizin Berlin, Berlin, Germany","Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Sleep Medicine Center, Charit\u00e9 Universit\u00e4tsmedizin Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I7877124"]},{"raw_affiliation_string":"Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I7877124"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058492122"],"corresponding_institution_ids":["https://openalex.org/I7877124"],"apc_list":null,"apc_paid":null,"fwci":0.8212,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7486851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"31","issue":null,"first_page":"6571","last_page":"6574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9980999827384949,"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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9980000257492065,"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":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.6412229537963867},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.6254385709762573},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.6240745186805725},{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.6096923351287842},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.5806841254234314},{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.5805222988128662},{"id":"https://openalex.org/keywords/respiration","display_name":"Respiration","score":0.5692816972732544},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.5003247261047363},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.4669930040836334},{"id":"https://openalex.org/keywords/central-sleep-apnea","display_name":"Central sleep apnea","score":0.4458009600639343},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.44154343008995056},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.42363056540489197},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3950692415237427},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3713523745536804},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.32581794261932373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2825073003768921},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.23370826244354248},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.16681888699531555},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11893662810325623}],"concepts":[{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.6412229537963867},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.6254385709762573},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.6240745186805725},{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.6096923351287842},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.5806841254234314},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.5805222988128662},{"id":"https://openalex.org/C182215343","wikidata":"https://www.wikidata.org/wiki/Q472287","display_name":"Respiration","level":2,"score":0.5692816972732544},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.5003247261047363},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.4669930040836334},{"id":"https://openalex.org/C2780168309","wikidata":"https://www.wikidata.org/wiki/Q3620651","display_name":"Central sleep apnea","level":4,"score":0.4458009600639343},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.44154343008995056},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.42363056540489197},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3950692415237427},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3713523745536804},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.32581794261932373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2825073003768921},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.23370826244354248},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.16681888699531555},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11893662810325623},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","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},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","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},{"descriptor_ui":"D012894","descriptor_name":"Sleep Stages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2013.6611061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6611061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:24111248","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24111248","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},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/121071","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/121071","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1494365440","https://openalex.org/W1537508283","https://openalex.org/W2007977032","https://openalex.org/W2023583070","https://openalex.org/W2066598509","https://openalex.org/W2107592538","https://openalex.org/W2155758218","https://openalex.org/W2884525847","https://openalex.org/W6631923121"],"related_works":["https://openalex.org/W3010626804","https://openalex.org/W4235249510","https://openalex.org/W2092213755","https://openalex.org/W3157087993","https://openalex.org/W4247022217","https://openalex.org/W4378835439","https://openalex.org/W3180072913","https://openalex.org/W2014429545","https://openalex.org/W4252356303","https://openalex.org/W2084125138"],"abstract_inverted_index":{"Heart":[0],"rate":[1,42],"variability":[2,43],"and":[3,30,44,77],"the":[4,7,45,56,64,108,128],"analysis":[5,57,72,106],"of":[6,58,73,107,120],"ECG":[8,10,49,76],"with":[9],"derived":[11,50],"respiration":[12,51,78],"has":[13],"been":[14],"used":[15],"to":[16,25,62,90,99],"diagnose":[17],"sleep":[18,28,32,92,101,131],"disordered":[19],"breathing.":[20],"Recently":[21],"it":[22,87],"was":[23],"possible":[24,89],"distinguish":[26],"obstructive":[27],"apnea":[29],"central":[31],"apnea.":[33],"This":[34],"can":[35],"be":[36],"achieved":[37],"by":[38,117],"analyzing":[39],"both,":[40],"heart":[41,74],"more":[46,104],"mechanically":[47],"induced":[48],"in":[52,136],"parallel.":[53],"In":[54,97],"addition":[55],"cardiopulmonary":[59],"coupling":[60,125],"facilitates":[61],"predict":[63],"personal":[65],"risk":[66],"factor":[67],"for":[68],"cardiovascular":[69],"disorders.":[70],"The":[71],"rate,":[75],"goes":[79],"beyond":[80],"this":[81,137],"analysis.":[82],"Some":[83],"studies":[84],"indicate":[85],"that":[86],"is":[88,110],"derive":[91,100],"stages":[93,102],"from":[94],"these":[95],"signals.":[96],"order":[98],"a":[103],"complex":[105],"signals":[109],"applied":[111],"taking":[112],"into":[113],"account":[114],"non-linear":[115],"properties":[116],"using":[118],"methods":[119],"statistical":[121],"physics.":[122],"To":[123],"extract":[124],"information":[126],"supports":[127],"distinction":[129],"between":[130],"stages.":[132],"Results":[133],"are":[134],"reported":[135],"review.":[138]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
