{"id":"https://openalex.org/W1687166733","doi":"https://doi.org/10.1109/embc.2015.7320171","title":"Sleep apnea detection using time-delayed heart rate variability","display_name":"Sleep apnea detection using time-delayed heart rate variability","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1687166733","doi":"https://doi.org/10.1109/embc.2015.7320171","mag":"1687166733","pmid":"https://pubmed.ncbi.nlm.nih.gov/26738071"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7320171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7320171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th 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":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/3809012/58843336237634.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030004513","display_name":"Marina-Marinela Nano","orcid":"https://orcid.org/0000-0002-5733-4576"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Marina-Marinela Nano","raw_affiliation_strings":["Delft University of Technology, Delft, CD, The Netherlands","The Philips Research, Eindhoven, AE, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"The Philips Research, Eindhoven, AE, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068231985","display_name":"Xi Long","orcid":"https://orcid.org/0000-0001-9505-1270"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]},{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Xi Long","raw_affiliation_strings":["The Eindhoven University of Technology, Eindhoven, The Netherlands","The Philips Research, Eindhoven, AE, The Netherlands"],"affiliations":[{"raw_affiliation_string":"The Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"The Philips Research, Eindhoven, AE, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078178290","display_name":"Jan Werth","orcid":"https://orcid.org/0000-0002-9172-1385"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jan Werth","raw_affiliation_strings":["The Eindhoven University of Technology, Eindhoven, The Netherlands","The Philips Research, Eindhoven, AE, The Netherlands"],"affiliations":[{"raw_affiliation_string":"The Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"The Philips Research, Eindhoven, AE, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040056296","display_name":"Ronald M. Aarts","orcid":"https://orcid.org/0000-0003-3194-0700"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ronald M. Aarts","raw_affiliation_strings":["The Eindhoven University of Technology, Eindhoven, The Netherlands","The Philips Research, Eindhoven, AE, The Netherlands"],"affiliations":[{"raw_affiliation_string":"The Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"The Philips Research, Eindhoven, AE, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089150994","display_name":"Richard Heusdens","orcid":"https://orcid.org/0000-0001-5998-1550"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Richard Heusdens","raw_affiliation_strings":["Delft University of Technology, Delft, CD, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030004513"],"corresponding_institution_ids":["https://openalex.org/I4210122849","https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.5665,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68525145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2015","issue":null,"first_page":"7679","last_page":"7682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":1.0,"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":1.0,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9943000078201294,"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":0.7647432088851929},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.6744126081466675},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.6728487014770508},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6101075410842896},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5976213812828064},{"id":"https://openalex.org/keywords/cohens-kappa","display_name":"Cohen's kappa","score":0.4872697591781616},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48705390095710754},{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.44216999411582947},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40440088510513306},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.4033123254776001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3313312232494354},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.3065106272697449},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.29345449805259705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26722252368927},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.24151578545570374},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.09501108527183533}],"concepts":[{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.7647432088851929},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.6744126081466675},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.6728487014770508},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6101075410842896},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5976213812828064},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.4872697591781616},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48705390095710754},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.44216999411582947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40440088510513306},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.4033123254776001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3313312232494354},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3065106272697449},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.29345449805259705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26722252368927},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.24151578545570374},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.09501108527183533},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1109/embc.2015.7320171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7320171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26738071","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26738071","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:pure.tue.nl:openaire_cris_publications/73183d90-8ee5-4a84-a1fc-d00b75fc2f7c","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/73183d90-8ee5-4a84-a1fc-d00b75fc2f7c","pdf_url":"https://pure.tue.nl/ws/files/3809012/58843336237634.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nano, M-M, Long, X, Werth, J V S W, Aarts, R M & Heusdens, R 2015, Sleep apnea detection using time-delayed heart rate variability. in Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15), 25-29 August 2015, Milan, Italy. Institute of Electrical and Electronics Engineers, Piscataway, pp. 7679-7682, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milan, Italy, 25/08/15. https://doi.org/10.1109/EMBC.2015.7320171","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/73183d90-8ee5-4a84-a1fc-d00b75fc2f7c","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/73183d90-8ee5-4a84-a1fc-d00b75fc2f7c","pdf_url":"https://research.tue.nl/nl/publications/73183d90-8ee5-4a84-a1fc-d00b75fc2f7c","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"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":"Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15), 25-29 August 2015, Milan, Italy, 7679 - 7682","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:797143","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=797143","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"","raw_type":""},{"id":"pmh:oai:library.tue.nl:797143","is_oa":false,"landing_page_url":"http://repository.tue.nl/797143","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/73183d90-8ee5-4a84-a1fc-d00b75fc2f7c","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/73183d90-8ee5-4a84-a1fc-d00b75fc2f7c","pdf_url":"https://pure.tue.nl/ws/files/3809012/58843336237634.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nano, M-M, Long, X, Werth, J V S W, Aarts, R M & Heusdens, R 2015, Sleep apnea detection using time-delayed heart rate variability. in Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15), 25-29 August 2015, Milan, Italy. Institute of Electrical and Electronics Engineers, Piscataway, pp. 7679-7682, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milan, Italy, 25/08/15. https://doi.org/10.1109/EMBC.2015.7320171","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1687166733.pdf","grobid_xml":"https://content.openalex.org/works/W1687166733.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W110311099","https://openalex.org/W2002112431","https://openalex.org/W2009890892","https://openalex.org/W2026191693","https://openalex.org/W2028850797","https://openalex.org/W2037464054","https://openalex.org/W2042592767","https://openalex.org/W2063851257","https://openalex.org/W2103939721","https://openalex.org/W2133589238","https://openalex.org/W2139434612","https://openalex.org/W2139562446","https://openalex.org/W2150551447","https://openalex.org/W2156909104","https://openalex.org/W2161068347","https://openalex.org/W2162273778","https://openalex.org/W2164179736","https://openalex.org/W2215689191","https://openalex.org/W2285072859","https://openalex.org/W2884525847","https://openalex.org/W2894120069","https://openalex.org/W6688443504"],"related_works":["https://openalex.org/W4285065250","https://openalex.org/W4308634130","https://openalex.org/W1481679924","https://openalex.org/W2268943783","https://openalex.org/W2933756203","https://openalex.org/W2334628610","https://openalex.org/W2990628615","https://openalex.org/W4285049360","https://openalex.org/W1973318088","https://openalex.org/W4396500043"],"abstract_inverted_index":{"Sleep":[0],"apnea":[1,21,101,114],"is":[2,33,95],"a":[3,75,108,133,173],"sleep":[4,20,47,91,113],"disorder":[5],"distinguished":[6],"by":[7],"repetitive":[8],"absence":[9],"of":[10,72,111,136,170,175],"breathing.":[11],"Compared":[12],"with":[13,25,57,74,90,107,132],"the":[14,61,70,82,88,100,141,149,158],"traditional":[15],"expensive":[16],"and":[17,122,157,172],"cumbersome":[18],"methods,":[19],"diagnosis":[22],"or":[23],"screening":[24],"physiological":[26],"information":[27],"that":[28,127],"can":[29,53],"be":[30,54],"easily":[31,55],"acquired":[32,56],"needed.":[34],"This":[35,94],"paper":[36],"describes":[37],"algorithms":[38],"using":[39,116,128],"heart":[40],"rate":[41],"variability":[42],"(HRV)":[43],"to":[44,80,86,97,155,165],"automatically":[45],"detect":[46],"apneas":[48,73],"as":[49,51],"long":[50],"it":[52],"unobtrusive":[58],"sensors.":[59],"Because":[60],"changes":[62],"in":[63],"cardiac":[64],"activity":[65],"are":[66],"usually":[67],"hysteretic":[68],"than":[69,140],"presence":[71],"few":[76],"minutes,":[77],"we":[78],"propose":[79],"use":[81],"delayed":[83],"HRV":[84,130],"features":[85,131,142],"identify":[87],"episodes":[89],"apneic":[92],"events.":[93],"expected":[96],"help":[98],"improve":[99],"detection":[102],"performance.":[103],"Experiments":[104],"were":[105,177],"conducted":[106],"data":[109],"set":[110],"23":[112],"patients":[115],"support":[117],"vector":[118],"machine":[119],"(SVM)":[120],"classifiers":[121],"cross":[123],"validations.":[124],"Results":[125],"show":[126],"eleven":[129],"time":[134,144],"delay":[135,145],"1.5":[137],"minutes":[138],"rather":[139],"without":[143],"for":[146],"SA":[147],"detection,":[148],"overall":[150],"accuracy":[151,169],"increased":[152,162],"from":[153,163],"74.9%":[154],"76.2%":[156],"Cohen's":[159],"Kappa":[160,174],"coefficient":[161],"0.49":[164],"0.52.":[166],"Further,":[167],"an":[168],"94.5%":[171],"0.89":[176],"achieved":[178],"when":[179],"applying":[180],"subject-specific":[181],"classifiers.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
