{"id":"https://openalex.org/W3045757664","doi":"https://doi.org/10.23919/acc45564.2020.9147298","title":"Virtual Patient Generation using Physiological Models through a Compressed Latent Parameterization","display_name":"Virtual Patient Generation using Physiological Models through a Compressed Latent Parameterization","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3045757664","doi":"https://doi.org/10.23919/acc45564.2020.9147298","mag":"3045757664"},"language":"en","primary_location":{"id":"doi:10.23919/acc45564.2020.9147298","doi":"https://doi.org/10.23919/acc45564.2020.9147298","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc45564.2020.9147298","pdf_url":null,"source":{"id":"https://openalex.org/S4210168941","display_name":"Proceedings of the ... American Control Conference/Proceedings of the American Control Conference","issn_l":"0743-1619","issn":["0743-1619","2378-5861"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 American Control Conference (ACC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5001881563","display_name":"Ali Tivay","orcid":"https://orcid.org/0000-0002-2003-1109","observed_orcids":["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":["Mechanical Engineering Department, University of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054232363","display_name":"George C. Kramer","orcid":"https://orcid.org/0000-0001-6146-2944","observed_orcids":["https://orcid.org/0000-0001-6146-2944"]},"institutions":[{"id":"https://openalex.org/I55302922","display_name":"The University of Texas Medical Branch at Galveston","ror":"https://ror.org/016tfm930","country_code":"US","type":"education","lineage":["https://openalex.org/I55302922"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George C. Kramer","raw_affiliation_strings":["Anesthesiology Department, University of Texas Medical Branch, Galveston, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anesthesiology Department, University of Texas Medical Branch, Galveston, TX, USA","institution_ids":["https://openalex.org/I55302922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057276590","display_name":"Jin\u2010Oh Hahn","orcid":"https://orcid.org/0000-0001-5429-2836","observed_orcids":["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":["Mechanical Engineering Department, University of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.9166,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.98542274,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1335","last_page":"1340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.0925000011920929,"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":0.0925000011920929,"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/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.09220000356435776,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.08179999887943268,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/physiological-modeling","display_name":"physiological modeling","score":0.8389999866485596},{"id":"https://openalex.org/keywords/parameter-space-sampling","display_name":"parameter space sampling","score":0.5789999961853027},{"id":"https://openalex.org/keywords/model-calibration","display_name":"model calibration","score":0.7229999899864197},{"id":"https://openalex.org/keywords/fluid-resuscitation","display_name":"fluid resuscitation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/subject-specific-modeling","display_name":"subject-specific modeling","score":0.5860000252723694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6942611336708069},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5764686465263367},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5245975852012634},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5000488758087158},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.4871070384979248},{"id":"https://openalex.org/C2778533338","wikidata":"https://www.wikidata.org/wiki/Q7935148","display_name":"Virtual patient","level":2,"score":0.46247923374176025},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.42716100811958313},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.41927242279052734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37939658761024475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37733250856399536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34034860134124756},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13886284828186035},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.131876140832901},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11832189559936523},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc45564.2020.9147298","doi":"https://doi.org/10.23919/acc45564.2020.9147298","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc45564.2020.9147298","pdf_url":null,"source":{"id":"https://openalex.org/S4210168941","display_name":"Proceedings of the ... American Control Conference/Proceedings of the American Control Conference","issn_l":"0743-1619","issn":["0743-1619","2378-5861"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1862800359","https://openalex.org/W1973239973","https://openalex.org/W2001747862","https://openalex.org/W2007254392","https://openalex.org/W2038873307","https://openalex.org/W2039147822","https://openalex.org/W2092573663","https://openalex.org/W2129995532","https://openalex.org/W2158564076","https://openalex.org/W2168648059","https://openalex.org/W2510389661","https://openalex.org/W2579244989","https://openalex.org/W2605116793","https://openalex.org/W2734520279","https://openalex.org/W2770977049","https://openalex.org/W2790968248","https://openalex.org/W2796043256","https://openalex.org/W2806810105","https://openalex.org/W2944132893","https://openalex.org/W2953513972","https://openalex.org/W2961305569","https://openalex.org/W2969117015","https://openalex.org/W2977620661"],"related_works":["https://openalex.org/W7128706831","https://openalex.org/W7125594202","https://openalex.org/W7207811976","https://openalex.org/W4384937906","https://openalex.org/W4402045620","https://openalex.org/W4414788022","https://openalex.org/W7213930451","https://openalex.org/W3132554660","https://openalex.org/W3198728478","https://openalex.org/W2331788573"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,20,40,81,106,113],"data-driven":[4],"approach":[5],"to":[6,30,92,99,143],"generating":[7],"virtual":[8,50,66,146],"patients":[9,51,67,147],"using":[10],"mathematical":[11],"models":[12,17],"of":[13,23,35,65,89],"physiological":[14],"processes.":[15],"Such":[16],"often":[18,58],"contain":[19],"large":[21],"number":[22],"tunable":[24],"parameters":[25],"that":[26,61,70,101,132,148],"must":[27],"be":[28,53,109],"calibrated":[29],"capture":[31],"the":[32,59,62,76,87],"observed":[33,104],"characteristics":[34,103],"each":[36,126],"real":[37,127],"patient":[38],"in":[39,97,105,122],"dataset.":[41],"By":[42],"sampling":[43,134],"from":[44,135],"this":[45,136],"parameter":[46,117,138],"space,":[47,139],"potentially":[48],"new":[49,145],"can":[52,108],"generated.":[54],"However,":[55],"it":[56,140],"is":[57,141],"case":[60,84],"resulting":[63],"set":[64],"contains":[68],"members":[69],"exhibit":[71,150],"physiologically":[72,151],"unrealistic":[73],"behavior.":[74,153],"In":[75],"present":[77],"work,":[78],"we":[79,130],"employ":[80],"practically":[82],"important":[83],"study":[85],"on":[86],"modeling":[88],"cardiovascular":[90],"responses":[91],"hemorrhage":[93],"and":[94],"fluid":[95],"resuscitation":[96],"order":[98],"demonstrate":[100],"subject-specific":[102],"dataset":[107],"alternatively":[110],"represented":[111],"within":[112],"highly":[114],"compressed":[115],"latent":[116,137],"space":[118],"without":[119],"significant":[120],"losses":[121],"calibration":[123],"error":[124],"for":[125],"patient.":[128],"Then,":[129],"show":[131],"by":[133],"possible":[142],"generate":[144],"also":[149],"realistic":[152]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-08-03T00:00:00"}
