{"id":"https://openalex.org/W4294975106","doi":"https://doi.org/10.1109/embc48229.2022.9871010","title":"Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models","display_name":"Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975106","doi":"https://doi.org/10.1109/embc48229.2022.9871010","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085852"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871010","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871010","pdf_url":"https://ieeexplore.ieee.org/ielx7/9870821/9870822/09871010.pdf","source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/9870821/9870822/09871010.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073614046","display_name":"S\u00f8ren M. Rasmussen","orcid":"https://orcid.org/0000-0002-6297-2871"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Soren M. Rasmussen","raw_affiliation_strings":["Technical University of Denmark,Department of Health Technologies,Kongens Lyngby,Denmark","Department of Health Technologies, Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark,Department of Health Technologies,Kongens Lyngby,Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Department of Health Technologies, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085300252","display_name":"Jesper M\u00f8lgaard","orcid":"https://orcid.org/0000-0003-2062-9570"},"institutions":[{"id":"https://openalex.org/I2801941904","display_name":"Bispebjerg Hospital","ror":"https://ror.org/00td68a17","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801941904"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jesper Molgaard","raw_affiliation_strings":["Copenhagen University Hospital - Rigshospitalet,Department of Anesthesiology,Copenhagen,Denmark","Department of Anesthesiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark","Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg Hospital, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Copenhagen University Hospital - Rigshospitalet,Department of Anesthesiology,Copenhagen,Denmark","institution_ids":["https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Department of Anesthesiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2802567020","https://openalex.org/I2802709434"]},{"raw_affiliation_string":"Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2801941904","https://openalex.org/I2802567020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103142248","display_name":"Camilla Haahr-Raunkj\u00e6r","orcid":"https://orcid.org/0000-0001-8646-5666"},"institutions":[{"id":"https://openalex.org/I2801941904","display_name":"Bispebjerg Hospital","ror":"https://ror.org/00td68a17","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801941904"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Camilla Haahr-Raunkjaer","raw_affiliation_strings":["Copenhagen University Hospital - Rigshospitalet,Department of Anesthesiology,Copenhagen,Denmark","Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg Hospital, Copenhagen, Denmark","Department of Anesthesiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Copenhagen University Hospital - Rigshospitalet,Department of Anesthesiology,Copenhagen,Denmark","institution_ids":["https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2801941904","https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Department of Anesthesiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2802567020","https://openalex.org/I2802709434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039712212","display_name":"Christian S. Meyhoff","orcid":"https://orcid.org/0000-0002-4885-4609"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I2801941904","display_name":"Bispebjerg Hospital","ror":"https://ror.org/00td68a17","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801941904"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Christian S. Meyhoff","raw_affiliation_strings":["Copenhagen University Hospital - Bispebjerg Hospital,Department of Anesthesia and Intensive Care,Copenhagen,Denmark","Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg Hospital, Copenhagen, Denmark","Department of Clinical Medicine, University of Copenhagen, Copen-hagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Copenhagen University Hospital - Bispebjerg Hospital,Department of Anesthesia and Intensive Care,Copenhagen,Denmark","institution_ids":["https://openalex.org/I2801941904"]},{"raw_affiliation_string":"Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2801941904","https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Department of Clinical Medicine, University of Copenhagen, Copen-hagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014139265","display_name":"Eske Kvanner Aasvang","orcid":"https://orcid.org/0000-0002-7131-2461"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I2801941904","display_name":"Bispebjerg Hospital","ror":"https://ror.org/00td68a17","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801941904"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Eske Aasvang","raw_affiliation_strings":["Copenhagen University Hospital - Bispebjerg Hospital,Department of Anesthesia and Intensive Care,Copenhagen,Denmark","Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg Hospital, Copenhagen, Denmark","Department of Clinical Medicine, University of Copenhagen, Copen-hagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Copenhagen University Hospital - Bispebjerg Hospital,Department of Anesthesia and Intensive Care,Copenhagen,Denmark","institution_ids":["https://openalex.org/I2801941904"]},{"raw_affiliation_string":"Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2801941904","https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Department of Clinical Medicine, University of Copenhagen, Copen-hagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057912258","display_name":"Helge B. D. S\u00f8rensen","orcid":"https://orcid.org/0000-0001-5716-7600"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Helge B. D. Sorensen","raw_affiliation_strings":["Technical University of Denmark,Department of Health Technologies,Kongens Lyngby,Denmark","Department of Health Technologies, Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark,Department of Health Technologies,Kongens Lyngby,Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Department of Health Technologies, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0165,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"117","issue":null,"first_page":"385","last_page":"388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.7356887459754944},{"id":"https://openalex.org/keywords/vital-signs","display_name":"Vital signs","score":0.6633753180503845},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.657509446144104},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.5529463887214661},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.532141387462616},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4451844394207001},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.416394978761673},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4163059592247009},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.28224992752075195},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25325021147727966},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23643788695335388},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18520361185073853},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1366540789604187},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.0952146053314209},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.07671132683753967}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7356887459754944},{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.6633753180503845},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.657509446144104},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.5529463887214661},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.532141387462616},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4451844394207001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.416394978761673},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4163059592247009},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.28224992752075195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25325021147727966},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23643788695335388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18520361185073853},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1366540789604187},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.0952146053314209},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.07671132683753967}],"mesh":[{"descriptor_ui":"D001826","descriptor_name":"Body Fluids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001826","descriptor_name":"Body Fluids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001826","descriptor_name":"Body Fluids","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":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","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":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":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc48229.2022.9871010","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871010","pdf_url":"https://ieeexplore.ieee.org/ielx7/9870821/9870822/09871010.pdf","source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085852","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085852","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.atira.dk:openaire_cris_publications/ac42185c-3028-4101-ae95-ba2aa136afd6","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/ac42185c-3028-4101-ae95-ba2aa136afd6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"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":"Rasmussen , S M , Molgaard , J , Haahr-Raunkjaer , C , Meyhoff , C S , Aasvang , E & Sorensen , H B D 2022 , Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models . in 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 . IEEE , Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS , vol. 2022-July , pp. 385-388 , 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 , Glasgow , United Kingdom , 11/07/2022 . https://doi.org/10.1109/EMBC48229.2022.9871010","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/fa32f1a6-25e2-4a09-9254-29936d0f39cb","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/fa32f1a6-25e2-4a09-9254-29936d0f39cb","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":"Rasmussen , S M , M\u00f8lgaard , J , Haahr-Raunkj\u00e6r , C , Meyhoff , C S , Aasvang , E &amp; S\u00f8rensen , H B D 2022 , Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models . in Proceedings of 44 th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society . , 9871010 , IEEE , pp. 385-388 , 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society , Glasgow , United Kingdom , 11/07/2022 . https://doi.org/10.1109/EMBC48229.2022.9871010","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1109/embc48229.2022.9871010","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871010","pdf_url":"https://ieeexplore.ieee.org/ielx7/9870821/9870822/09871010.pdf","source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294975106.pdf","grobid_xml":"https://content.openalex.org/works/W4294975106.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2299192044","https://openalex.org/W2342144339","https://openalex.org/W2589431598","https://openalex.org/W2763593805","https://openalex.org/W2912827763","https://openalex.org/W2920804790","https://openalex.org/W4212897849","https://openalex.org/W4248681815"],"related_works":["https://openalex.org/W2053514191","https://openalex.org/W30340901","https://openalex.org/W1660746341","https://openalex.org/W4205307318","https://openalex.org/W2162926135","https://openalex.org/W2087901682","https://openalex.org/W4285102294","https://openalex.org/W2053269318","https://openalex.org/W2546021431","https://openalex.org/W2581127593"],"abstract_inverted_index":{"This":[0],"project":[1],"assessed":[2],"the":[3,62,79],"use":[4],"of":[5,13,22,48,82],"multivariate":[6],"auto-regressive":[7],"(MAR)":[8],"models":[9],"to":[10,38],"create":[11],"forecasts":[12],"continuous":[14,25],"vital":[15,107],"signs":[16,108],"in":[17,46,78,109],"hospitalized":[18],"patients.":[19,71],"A":[20],"total":[21],"20":[23],"hours":[24],"(1/60Hz)":[26],"heart":[27,90],"rate":[28,31,91],"and":[29,61,92],"respiration":[30,99],"from":[32,68],"eight":[33],"postoperative":[34],"patients,":[35],"where":[36],"used":[37],"fit":[39],"a":[40,110],"centered":[41],"MAR":[42],"model":[43,52,63],"for":[44,89,98,105],"forecasting":[45,106],"windows":[47],"15":[49],"minutes.":[50],"The":[51,72],"was":[53,64],"fitted":[54],"using":[55],"Markov":[56],"Chain":[57],"Monte":[58],"Carlo":[59],"sampling,":[60],"evaluated":[65],"on":[66],"data":[67],"five":[69],"additional":[70],"results":[73,102],"demonstrate":[74],"an":[75],"average":[76],"RMSE":[77],"forecast":[80],"window":[81],"11.4":[83],"(SD:":[84],"7.30)":[85],"beats":[86],"per":[87,96],"minute":[88,97],"3.3":[93],"(SD:1.3)":[94],"breaths":[95],"rate.":[100],"These":[101],"indicate":[103],"potential":[104],"clinical":[111],"setting.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
