{"id":"https://openalex.org/W7134900623","doi":"https://doi.org/10.1016/j.cmpb.2026.109311","title":"Robust prediction of parameterized cardiovascular hemodynamics using deep operator networks with time normalization","display_name":"Robust prediction of parameterized cardiovascular hemodynamics using deep operator networks with time normalization","publication_year":2026,"publication_date":"2026-03-10","ids":{"openalex":"https://openalex.org/W7134900623","doi":"https://doi.org/10.1016/j.cmpb.2026.109311","pmid":"https://pubmed.ncbi.nlm.nih.gov/41830841"},"language":"en","primary_location":{"id":"doi:10.1016/j.cmpb.2026.109311","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2026.109311","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods and Programs in Biomedicine","raw_type":"journal-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/A5128779600","display_name":"Junki Hong","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":true,"raw_author_name":"Junki Hong","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Ann and H.J. Smead Aerospace Engineering Sciences, University of Colorado Boulder, Boulder, 80303, CO, United States of America"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Ann and H.J. Smead Aerospace Engineering Sciences, University of Colorado Boulder, Boulder, 80303, CO, United States of America","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128768762","display_name":"Bomi Lee","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":"Bomi Lee","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, 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":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128773642","display_name":"Hyunwoo Song","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":"Hyunwoo Song","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128729735","display_name":"Changhee Min","orcid":null},"institutions":[{"id":"https://openalex.org/I196733613","display_name":"Korea Gas Corporation (South Korea)","ror":"https://ror.org/0058p8h34","country_code":"KR","type":"company","lineage":["https://openalex.org/I196733613"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changhee Min","raw_affiliation_strings":["SimPlatform Co. Ltd., 226, Gasan digital 1-ro, Geumcheon-gu, Seoul, 08502, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"SimPlatform Co. Ltd., 226, Gasan digital 1-ro, Geumcheon-gu, Seoul, 08502, Republic of Korea","institution_ids":["https://openalex.org/I196733613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128712454","display_name":"Jae-Hak Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I119575151","display_name":"Korea National University of Transportation","ror":"https://ror.org/03qqbe534","country_code":"KR","type":"education","lineage":["https://openalex.org/I119575151"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Hak Jeong","raw_affiliation_strings":["Department of Electronic Engineering, Korea National University of Transportation, Chungju-si, 27469, Chungcheongbuk-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Korea National University of Transportation, Chungju-si, 27469, Chungcheongbuk-do, Republic of Korea","institution_ids":["https://openalex.org/I119575151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005638433","display_name":"Alireza Doostan","orcid":"https://orcid.org/0000-0002-3020-3891"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alireza Doostan","raw_affiliation_strings":["Ann and H.J. Smead Aerospace Engineering Sciences, University of Colorado Boulder, Boulder, 80303, CO, United States of America"],"affiliations":[{"raw_affiliation_string":"Ann and H.J. Smead Aerospace Engineering Sciences, University of Colorado Boulder, Boulder, 80303, CO, United States of America","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128761282","display_name":"Yong-Hwa Park","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":"Yong-Hwa Park","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea. Electronic address: yhpark@kaist.ac.kr"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea. Electronic address: yhpark@kaist.ac.kr","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5128779600"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":{"value":2880,"currency":"USD","value_usd":2880},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87525808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"280","issue":null,"first_page":"109311","last_page":"109311"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.20239999890327454,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.20239999890327454,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.09160000085830688,"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"}},{"id":"https://openalex.org/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.0835999995470047,"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/normalization","display_name":"Normalization (sociology)","score":0.6894000172615051},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.6381999850273132},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4018999934196472},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3817000091075897},{"id":"https://openalex.org/keywords/hemodynamics","display_name":"Hemodynamics","score":0.33730000257492065},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.33250001072883606}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6894000172615051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6614000201225281},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.6381999850273132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5501000285148621},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49570000171661377},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4018999934196472},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3817000091075897},{"id":"https://openalex.org/C178853913","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Hemodynamics","level":2,"score":0.33730000257492065},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.33250001072883606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31459999084472656},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.3109999895095825},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.29739999771118164},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.290800005197525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2606000006198883},{"id":"https://openalex.org/C134765980","wikidata":"https://www.wikidata.org/wiki/Q879126","display_name":"Bitwise operation","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.cmpb.2026.109311","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2026.109311","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods and Programs in Biomedicine","raw_type":"journal-article"},{"id":"pmid:41830841","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41830841","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":"Computer methods and programs in biomedicine","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":39,"referenced_works":["https://openalex.org/W1984116661","https://openalex.org/W1999867210","https://openalex.org/W2008588379","https://openalex.org/W2010396034","https://openalex.org/W2032605459","https://openalex.org/W2038012176","https://openalex.org/W2087671701","https://openalex.org/W2157744388","https://openalex.org/W2168308757","https://openalex.org/W2172897761","https://openalex.org/W2611525716","https://openalex.org/W2611710652","https://openalex.org/W2776149878","https://openalex.org/W2793422464","https://openalex.org/W2796488999","https://openalex.org/W2899283552","https://openalex.org/W2939165393","https://openalex.org/W2969170900","https://openalex.org/W2973886134","https://openalex.org/W2979786244","https://openalex.org/W3082789787","https://openalex.org/W3088135601","https://openalex.org/W3090034005","https://openalex.org/W3113178943","https://openalex.org/W3120671122","https://openalex.org/W4210771347","https://openalex.org/W4210888884","https://openalex.org/W4221019179","https://openalex.org/W4289295504","https://openalex.org/W4319066281","https://openalex.org/W4360838552","https://openalex.org/W4388767217","https://openalex.org/W4391232927","https://openalex.org/W4393177831","https://openalex.org/W4398142314","https://openalex.org/W4402037887","https://openalex.org/W4406501618","https://openalex.org/W4412703304","https://openalex.org/W4415781247"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-16T07:19:36.451410","created_date":"2026-03-12T00:00:00"}
