{"id":"https://openalex.org/W4226269540","doi":"https://doi.org/10.1109/lcsys.2022.3164965","title":"Hemodynamic Monitoring via Model-Based Extended Kalman Filtering: Hemorrhage Resuscitation and Sedation Case Study","display_name":"Hemodynamic Monitoring via Model-Based Extended Kalman Filtering: Hemorrhage Resuscitation and Sedation Case Study","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226269540","doi":"https://doi.org/10.1109/lcsys.2022.3164965"},"language":"en","primary_location":{"id":"doi:10.1109/lcsys.2022.3164965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2022.3164965","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Control Systems Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017624176","display_name":"Weidi Yin","orcid":"https://orcid.org/0000-0002-3845-9517"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Weidi Yin","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-3845-9517","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001881563","display_name":"Ali Tivay","orcid":"https://orcid.org/0000-0002-2003-1109"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Tivay","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-2003-1109","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057276590","display_name":"Jin\u2010Oh Hahn","orcid":"https://orcid.org/0000-0001-5429-2836"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin-Oh Hahn","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0001-5429-2836","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017624176"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":1.7431,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83819982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"2455","last_page":"2460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9998999834060669,"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":0.9998999834060669,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9969000220298767,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/context","display_name":"Context (archaeology)","score":0.5970360040664673},{"id":"https://openalex.org/keywords/hemodynamics","display_name":"Hemodynamics","score":0.5498190522193909},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5344386100769043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4719758927822113},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.4481283724308014},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4337301254272461},{"id":"https://openalex.org/keywords/sedation","display_name":"Sedation","score":0.4252098798751831},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.33560705184936523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33129721879959106},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.32600799202919006}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5970360040664673},{"id":"https://openalex.org/C178853913","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Hemodynamics","level":2,"score":0.5498190522193909},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5344386100769043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4719758927822113},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.4481283724308014},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4337301254272461},{"id":"https://openalex.org/C2776814716","wikidata":"https://www.wikidata.org/wiki/Q574801","display_name":"Sedation","level":2,"score":0.4252098798751831},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.33560705184936523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33129721879959106},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.32600799202919006},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcsys.2022.3164965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2022.3164965","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Control Systems Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G8171450705","display_name":null,"funder_award_id":"N00014-19-1-2402","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1796257777","https://openalex.org/W1990650554","https://openalex.org/W1996446238","https://openalex.org/W2001992171","https://openalex.org/W2007254392","https://openalex.org/W2033902747","https://openalex.org/W2038873307","https://openalex.org/W2225156818","https://openalex.org/W2397840898","https://openalex.org/W2568246828","https://openalex.org/W2587780595","https://openalex.org/W2791801802","https://openalex.org/W2793267518","https://openalex.org/W2800128835","https://openalex.org/W2948978827","https://openalex.org/W2955158982","https://openalex.org/W2963173382","https://openalex.org/W3008986417","https://openalex.org/W3013693534","https://openalex.org/W3132182356","https://openalex.org/W3192168621","https://openalex.org/W3208881012","https://openalex.org/W4230381201","https://openalex.org/W4294562888","https://openalex.org/W6682648773","https://openalex.org/W6684578138"],"related_works":["https://openalex.org/W3032487185","https://openalex.org/W4386281019","https://openalex.org/W2347099951","https://openalex.org/W2089114113","https://openalex.org/W2093664268","https://openalex.org/W1594862303","https://openalex.org/W2158400770","https://openalex.org/W2079781669","https://openalex.org/W2103062922","https://openalex.org/W2162299404"],"abstract_inverted_index":{"This":[0],"letter":[1],"investigates":[2],"the":[3,21,29,37,54,109,117],"potential":[4],"of":[5,23,39,111,116,128],"model-based":[6,31],"extended":[7],"Kalman":[8],"filtering":[9],"(EKF)":[10],"for":[11,108],"hemodynamic":[12,40,119],"monitoring":[13,120],"in":[14,36,91],"a":[15,44,125,134],"hemorrhage":[16],"resuscitation-sedation":[17],"case":[18],"study.":[19],"To":[20],"best":[22],"our":[24],"knowledge,":[25],"it":[26,84,99,141],"may":[27],"be":[28],"first":[30],"state":[32],"estimation":[33],"study":[34],"conducted":[35],"context":[38],"monitoring.":[41],"Built":[42],"upon":[43],"grey-box":[45],"mathematical":[46],"model":[47],"with":[48,105],"parametric":[49],"uncertainty":[50],"as":[51,90],"process":[52],"noise,":[53],"EKF":[55],"can":[56,100],"estimate":[57,101],"cardiac":[58],"output":[59],"(CO)":[60],"and":[61,76,98,103,149],"total":[62],"peripheral":[63],"resistance":[64],"(TPR)":[65],"continuously":[66],"from":[67],"mean":[68],"arterial":[69],"pressure":[70],"(AP)":[71],"measurements":[72],"against":[73],"inter-individual":[74],"physiological":[75],"pharmacological":[77],"variability.":[78],"Its":[79],"unique":[80],"practical":[81],"strengths":[82],"include:":[83],"does":[85],"not":[86],"require":[87],"AP":[88],"waveform":[89],"existing":[92],"AP-based":[93],"pulse-contour":[94],"CO":[95,102],"(PCCO)":[96],"monitors;":[97],"TPR":[104],"explicit":[106],"account":[107],"effect":[110],"sedative":[112],"drugs.":[113],"The":[114],"efficacy":[115],"EKF-based":[118],"was":[121],"evaluated":[122],"based":[123],"on":[124],"large":[126],"number":[127],"plausible":[129],"virtual":[130],"patients":[131],"generated":[132],"using":[133],"collective":[135],"inference":[136],"algorithm,":[137],"which":[138],"demonstrated":[139],"that":[140,150],"has":[142],"significant":[143],"advantage":[144],"over":[145],"open-loop":[146],"pure":[147],"prediction,":[148],"its":[151],"accuracy":[152],"is":[153],"comparable":[154],"to":[155],"PCCO.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}