{"id":"https://openalex.org/W4405492075","doi":"https://doi.org/10.1109/embc53108.2024.10781510","title":"Estimating Aortic Pressure Waveform in a 1D Hemodynamic Model of the Human Arterial System using DeepONet","display_name":"Estimating Aortic Pressure Waveform in a 1D Hemodynamic Model of the Human Arterial System using DeepONet","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405492075","doi":"https://doi.org/10.1109/embc53108.2024.10781510","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039740"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10781510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th 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/A5042578588","display_name":"Junki Hong","orcid":"https://orcid.org/0000-0002-9988-7080"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Junki Hong","raw_affiliation_strings":["KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108976815","display_name":"Changhee Min","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changhee Min","raw_affiliation_strings":["KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101663761","display_name":"Bo-Mi Lee","orcid":"https://orcid.org/0000-0002-4421-4671"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Bomi Lee","raw_affiliation_strings":["KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039641986","display_name":"Adelle Ria Persad","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Adelle Ria Persad","raw_affiliation_strings":["KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024767120","display_name":"Jae\u2010Hak Jeong","orcid":"https://orcid.org/0000-0002-2036-1271"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Hak Jeong","raw_affiliation_strings":["KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044559850","display_name":"Yong\u2010Hwa Park","orcid":"https://orcid.org/0000-0003-3519-1321"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong-Hwa Park","raw_affiliation_strings":["KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KAIST,Dept. of Mechanical Engineering,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042578588"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42611054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9970999956130981,"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/waveform","display_name":"Waveform","score":0.7375043034553528},{"id":"https://openalex.org/keywords/hemodynamics","display_name":"Hemodynamics","score":0.6428923606872559},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.597956657409668},{"id":"https://openalex.org/keywords/aortic-pressure","display_name":"Aortic pressure","score":0.5343014597892761},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4446497857570648},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3490036725997925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3252086639404297},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2453957200050354},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09168711304664612}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.7375043034553528},{"id":"https://openalex.org/C178853913","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Hemodynamics","level":2,"score":0.6428923606872559},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.597956657409668},{"id":"https://openalex.org/C39124391","wikidata":"https://www.wikidata.org/wiki/Q4778759","display_name":"Aortic pressure","level":3,"score":0.5343014597892761},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4446497857570648},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3490036725997925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3252086639404297},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2453957200050354},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09168711304664612},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001011","descriptor_name":"Aorta","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001011","descriptor_name":"Aorta","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001011","descriptor_name":"Aorta","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001158","descriptor_name":"Arteries","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D008955","descriptor_name":"Models, Cardiovascular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008955","descriptor_name":"Models, Cardiovascular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008955","descriptor_name":"Models, Cardiovascular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062186","descriptor_name":"Arterial Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D062186","descriptor_name":"Arterial Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D062186","descriptor_name":"Arterial Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10781510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039740","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039740","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1984116661","https://openalex.org/W1989781273","https://openalex.org/W1999867210","https://openalex.org/W2010396034","https://openalex.org/W2032605459","https://openalex.org/W2168308757","https://openalex.org/W2477926023","https://openalex.org/W2539363389","https://openalex.org/W2600510234","https://openalex.org/W2969170900","https://openalex.org/W2979786244","https://openalex.org/W4224089288","https://openalex.org/W4360838552","https://openalex.org/W6929334658","https://openalex.org/W6942904471"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2110942877","https://openalex.org/W4401946975"],"abstract_inverted_index":{"This":[0,143,199],"study":[1],"aims":[2],"to":[3,10,71,75,189,206],"utilize":[4],"a":[5,18,30,45,118,131,173],"deep":[6],"operator":[7],"network":[8,113,129,205],"(DeepONet)":[9],"estimate":[11,210],"the":[12,23,49,60,66,72,78,99,106,115,122,127,145,149,153,186,196,201],"aortic":[13,79,95,211],"pressure":[14,80,96,157,175,212],"waveform":[15,70,176],"generated":[16,87],"by":[17],"1D":[19],"hemodynamic":[20,108,187],"model":[21,39,102],"of":[22,48,65,114,121,138,148,182,192,203],"human":[24],"arterial":[25,37,100],"system":[26,38,101],"when":[27],"provided":[28],"with":[29],"given":[31],"input":[32,139],"flow":[33,68,83,123,140,154,216],"rate":[34,69,84,124,137,141,155,217],"waveform.":[35,81,142],"The":[36,111,159,168],"employed":[40],"in":[41,59,77,98,151],"this":[42],"research":[43],"is":[44,55],"modified":[46],"version":[47],"previously":[50],"validated":[51],"ADAN56":[52],"model.":[53],"It":[54],"known":[56],"that":[57],"changes":[58],"shape,":[61],"magnitude,":[62],"and":[63,93,135,156,208],"period":[64],"incoming":[67],"aorta":[73],"lead":[74],"variations":[76],"Realistic":[82],"waveforms":[85,97,213],"were":[86,103],"based":[88,214],"on":[89,215],"previous":[90],"human-based":[91],"studies,":[92],"corresponding":[94],"calculated":[104],"using":[105,185,195],"open-source":[107],"solver":[109,188],"openBF.":[110],"branch":[112],"DeepONet":[116],"receives":[117,130],"single":[119,174],"cycle":[120],"waveform,":[125],"while":[126],"trunk":[128],"normalized":[132],"time":[133,169],"point":[134],"heart":[136],"utilizes":[144],"periodic":[146],"nature":[147],"signals":[150],"both":[152],"waveforms.":[158,218],"test":[160],"set":[161],"RMSE":[162],"was":[163,177],"0.337":[164],"\u00b1":[165],"0.086":[166],"mmHg.":[167],"required":[170],"for":[171],"inferring":[172],"reduced":[178],"from":[179],"an":[180,190],"average":[181,191],"57.02":[183],"seconds":[184,194],"0.095":[193],"proposed":[197],"network.":[198],"suggests":[200],"capability":[202],"our":[204],"rapidly":[207],"accurately":[209]},"counts_by_year":[],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}