{"id":"https://openalex.org/W3213781762","doi":"https://doi.org/10.1109/tbme.2022.3163428","title":"Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models","display_name":"Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models","publication_year":2022,"publication_date":"2022-03-30","ids":{"openalex":"https://openalex.org/W3213781762","doi":"https://doi.org/10.1109/tbme.2022.3163428","mag":"3213781762","pmid":"https://pubmed.ncbi.nlm.nih.gov/35353691"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2022.3163428","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2022.3163428","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/9895313/09745350.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/10/9895313/09745350.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086347334","display_name":"Elias Karabelas","orcid":"https://orcid.org/0000-0002-4496-1933"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Elias Karabelas","raw_affiliation_strings":["Institute of Mathematics and Scientific Computing, University of Graz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-4496-1933","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Scientific Computing, University of Graz, Austria","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071305139","display_name":"Stefano Longobardi","orcid":"https://orcid.org/0000-0002-0111-0047"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefano Longobardi","raw_affiliation_strings":["Cardiac Electromechanics Research Group, School of Biomedical Engineering and Imaging Sciences, King&#x2019;s College London, U.K"],"raw_orcid":"https://orcid.org/0000-0002-0111-0047","affiliations":[{"raw_affiliation_string":"Cardiac Electromechanics Research Group, School of Biomedical Engineering and Imaging Sciences, King&#x2019;s College London, U.K","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048424735","display_name":"Jana Fuchsberger","orcid":"https://orcid.org/0000-0001-6888-5739"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Jana Fuchsberger","raw_affiliation_strings":["Institute of Mathematics and Scientific Computing, University of Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Scientific Computing, University of Graz, Austria","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019828522","display_name":"Orod Razeghi","orcid":"https://orcid.org/0000-0003-4989-5565"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Orod Razeghi","raw_affiliation_strings":["Research IT Services Department, University College London, U.K"],"raw_orcid":"https://orcid.org/0000-0003-4989-5565","affiliations":[{"raw_affiliation_string":"Research IT Services Department, University College London, U.K","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011859160","display_name":"Crist\u00f3bal Rodero","orcid":"https://orcid.org/0000-0001-7921-7840"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cristobal Rodero","raw_affiliation_strings":["Cardiac Electromechanics Research Group, School of Biomedical Engineering and Imaging Sciences, King&#x2019;s College London, U.K"],"raw_orcid":"https://orcid.org/0000-0001-7921-7840","affiliations":[{"raw_affiliation_string":"Cardiac Electromechanics Research Group, School of Biomedical Engineering and Imaging Sciences, King&#x2019;s College London, U.K","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087422858","display_name":"Marina Strocchi","orcid":"https://orcid.org/0000-0003-1312-251X"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marina Strocchi","raw_affiliation_strings":["Cardiac Electromechanics Research Group, School of Biomedical Engineering and Imaging Sciences, King&#x2019;s College London, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1312-251X","affiliations":[{"raw_affiliation_string":"Cardiac Electromechanics Research Group, School of Biomedical Engineering and Imaging Sciences, King&#x2019;s College London, U.K","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082544361","display_name":"Ronak Rajani","orcid":"https://orcid.org/0000-0002-8816-6296"},"institutions":[{"id":"https://openalex.org/I4210108323","display_name":"Thomas Foundation","ror":"https://ror.org/01t58v577","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210108323"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ronak Rajani","raw_affiliation_strings":["Department of Adult Echocardiography, Guy&#x2019;s and St Thomas&#x2019; Hospitals NHS Foundation Trust, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Adult Echocardiography, Guy&#x2019;s and St Thomas&#x2019; Hospitals NHS Foundation Trust, U.K","institution_ids":["https://openalex.org/I4210108323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078920331","display_name":"Gundolf Haase","orcid":"https://orcid.org/0000-0002-3439-6117"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gundolf Haase","raw_affiliation_strings":["Institute of Mathematics and Scientific Computing, University of Graz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-3439-6117","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Scientific Computing, University of Graz, Austria","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012616951","display_name":"Gernot Plank","orcid":"https://orcid.org/0000-0002-7380-6908"},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gernot Plank","raw_affiliation_strings":["Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging), Division Biophysics, Medical University of Graz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-7380-6908","affiliations":[{"raw_affiliation_string":"Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging), Division Biophysics, Medical University of Graz, Austria","institution_ids":["https://openalex.org/I202276237"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000435552","display_name":"Steven Niederer","orcid":"https://orcid.org/0000-0002-4612-6982"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steven Niederer","raw_affiliation_strings":["Cardiac Electromechanics Research Group, School of Biomedical Engineering and Imaging Sciences, King&#x2019;s College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0002-4612-6982","affiliations":[{"raw_affiliation_string":"Cardiac Electromechanics Research Group, School of Biomedical Engineering and Imaging Sciences, King&#x2019;s College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.2342,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.98336357,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"69","issue":"10","first_page":"3216","last_page":"3223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9994000196456909,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9994000196456909,"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/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9940999746322632,"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/T10675","display_name":"Mechanical Circulatory Support Devices","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/preload","display_name":"Preload","score":0.8833017349243164},{"id":"https://openalex.org/keywords/computational-fluid-dynamics","display_name":"Computational fluid dynamics","score":0.7772387266159058},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5499621033668518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5365970134735107},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5148736238479614},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.45491600036621094},{"id":"https://openalex.org/keywords/hemodynamics","display_name":"Hemodynamics","score":0.2538098990917206},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.21923565864562988},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.2113460898399353},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1673622727394104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16622883081436157},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15225911140441895},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13236737251281738}],"concepts":[{"id":"https://openalex.org/C48277249","wikidata":"https://www.wikidata.org/wiki/Q1406926","display_name":"Preload","level":3,"score":0.8833017349243164},{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.7772387266159058},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5499621033668518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5365970134735107},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5148736238479614},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.45491600036621094},{"id":"https://openalex.org/C178853913","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Hemodynamics","level":2,"score":0.2538098990917206},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.21923565864562988},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.2113460898399353},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1673622727394104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16622883081436157},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15225911140441895},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13236737251281738},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","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":"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":"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":"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":"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":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1109/tbme.2022.3163428","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2022.3163428","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/9895313/09745350.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:35353691","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35353691","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":"IEEE transactions on bio-medical engineering","raw_type":null},{"id":"pmh:oai:arXiv.org:2111.08339","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.08339","pdf_url":"https://arxiv.org/pdf/2111.08339","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9491017","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9491017","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Biomed Eng","raw_type":"Text"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/114813","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pubmed/35353691","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"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":"3216","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/tbme.2022.3163428","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2022.3163428","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/9895313/09745350.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G1190480411","display_name":null,"funder_award_id":"NS/A000049/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1251496372","display_name":null,"funder_award_id":"EP/P01268X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1322964166","display_name":null,"funder_award_id":"203148/Z/16/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G1359321135","display_name":null,"funder_award_id":"ERC PREDICT-HF 864055","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G2045667589","display_name":"Personalised Model Based Optimal Lead Guidance in Cardiac Resynchronisation Therapy","funder_award_id":"EP/M012492/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2548331049","display_name":null,"funder_award_id":"764738","funder_id":"https://openalex.org/F4320338438","funder_display_name":"HORIZON EUROPE Marie Sklodowska-Curie Actions"},{"id":"https://openalex.org/G2702669842","display_name":null,"funder_award_id":"WT 203148/Z/16/Z","funder_id":"https://openalex.org/F4320319992","funder_display_name":"British Heart Foundation"},{"id":"https://openalex.org/G2841443304","display_name":"Uncertainty Quantification in Prospective and Predictive Patient Specific Cardiac Models","funder_award_id":"EP/P01268X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3177301167","display_name":null,"funder_award_id":"R01-HL152256","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3833730521","display_name":"Predicting Outcome of Rate or Rhythm Control in Patients with Atrial Fibrillation and Heart Failure","funder_award_id":"864055","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G427633563","display_name":null,"funder_award_id":"SP/18/6/33805","funder_id":"https://openalex.org/F4320319992","funder_display_name":"British Heart Foundation"},{"id":"https://openalex.org/G4830748315","display_name":"Personalised In-Silico Cardiology","funder_award_id":"764738","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G49213722","display_name":null,"funder_award_id":"NS/A000049/1","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"},{"id":"https://openalex.org/G5461705186","display_name":null,"funder_award_id":"I2760-B30","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G5907639349","display_name":"King's College London Medical Engineering Centre of Research Excellence","funder_award_id":"203148","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G594017940","display_name":null,"funder_award_id":"F3210-N18","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G6203072397","display_name":null,"funder_award_id":"F3210-N18","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6292774592","display_name":null,"funder_award_id":"NS/A000049/1","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G6857003526","display_name":null,"funder_award_id":"NIH R01-HL152256","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7044186993","display_name":null,"funder_award_id":"PG/15/91/31812","funder_id":"https://openalex.org/F4320319992","funder_display_name":"British Heart Foundation"},{"id":"https://openalex.org/G7533812842","display_name":null,"funder_award_id":"PG/13/37/30280","funder_id":"https://openalex.org/F4320319992","funder_display_name":"British Heart Foundation"},{"id":"https://openalex.org/G7650934720","display_name":null,"funder_award_id":"EP/M012492/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7967443389","display_name":null,"funder_award_id":"WT 203148/Z/16/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G8193121236","display_name":null,"funder_award_id":"71138","funder_id":"https://openalex.org/F4320321047","funder_display_name":"Partnership for Advanced Computing in Europe AISBL"},{"id":"https://openalex.org/G8288036582","display_name":null,"funder_award_id":"NIH R01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8775246936","display_name":null,"funder_award_id":"203148/Z/16/Z","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320319992","display_name":"British Heart Foundation","ror":"https://ror.org/02wdwnk04"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321047","display_name":"Partnership for Advanced Computing in Europe AISBL","ror":"https://ror.org/038j4hz26"},{"id":"https://openalex.org/F4320321058","display_name":"King's Health Partners","ror":"https://ror.org/01xcsye48"},{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"},{"id":"https://openalex.org/F4320330560","display_name":"BioTechMed-Graz","ror":"https://ror.org/02jfbm483"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"},{"id":"https://openalex.org/F4320338438","display_name":"HORIZON EUROPE Marie Sklodowska-Curie Actions","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3213781762.pdf","grobid_xml":"https://content.openalex.org/works/W3213781762.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W72613748","https://openalex.org/W413978409","https://openalex.org/W637601404","https://openalex.org/W1486171856","https://openalex.org/W1488244005","https://openalex.org/W1522301498","https://openalex.org/W1567012231","https://openalex.org/W1569090332","https://openalex.org/W1586725050","https://openalex.org/W1660301190","https://openalex.org/W1942902115","https://openalex.org/W1973101200","https://openalex.org/W1977131602","https://openalex.org/W1984426476","https://openalex.org/W1987971235","https://openalex.org/W1988075634","https://openalex.org/W1996630203","https://openalex.org/W2000194797","https://openalex.org/W2007072559","https://openalex.org/W2014514899","https://openalex.org/W2020743056","https://openalex.org/W2037613535","https://openalex.org/W2039789965","https://openalex.org/W2050203246","https://openalex.org/W2077969505","https://openalex.org/W2088765131","https://openalex.org/W2092276341","https://openalex.org/W2093050390","https://openalex.org/W2095539128","https://openalex.org/W2099409394","https://openalex.org/W2099534878","https://openalex.org/W2101689475","https://openalex.org/W2107501462","https://openalex.org/W2109351597","https://openalex.org/W2125107816","https://openalex.org/W2126476406","https://openalex.org/W2130768135","https://openalex.org/W2132916726","https://openalex.org/W2133212072","https://openalex.org/W2138851905","https://openalex.org/W2145121607","https://openalex.org/W2145851836","https://openalex.org/W2146454444","https://openalex.org/W2153944755","https://openalex.org/W2154122281","https://openalex.org/W2165967192","https://openalex.org/W2172014636","https://openalex.org/W2175031088","https://openalex.org/W2180795105","https://openalex.org/W2284582986","https://openalex.org/W2298280587","https://openalex.org/W2569457803","https://openalex.org/W2743793997","https://openalex.org/W2743830966","https://openalex.org/W2751630023","https://openalex.org/W2789949315","https://openalex.org/W2790438593","https://openalex.org/W2796241665","https://openalex.org/W2801681796","https://openalex.org/W2802732209","https://openalex.org/W2898458682","https://openalex.org/W2900811202","https://openalex.org/W2948230027","https://openalex.org/W2963305652","https://openalex.org/W2999351056","https://openalex.org/W3000864094","https://openalex.org/W3012286054","https://openalex.org/W3026173340","https://openalex.org/W3026223623","https://openalex.org/W3037817333","https://openalex.org/W3039338025","https://openalex.org/W3041174132","https://openalex.org/W3046227077","https://openalex.org/W3083256771","https://openalex.org/W3088478580","https://openalex.org/W3102920414","https://openalex.org/W3136164129","https://openalex.org/W3153574682","https://openalex.org/W3175108636","https://openalex.org/W3175968147","https://openalex.org/W3208523190","https://openalex.org/W3216257993","https://openalex.org/W4200133548","https://openalex.org/W4211049957","https://openalex.org/W4385128506","https://openalex.org/W6631190155","https://openalex.org/W6634150524","https://openalex.org/W6757581578"],"related_works":["https://openalex.org/W1983636353","https://openalex.org/W3152477109","https://openalex.org/W2996509040","https://openalex.org/W4238412064","https://openalex.org/W1499376059","https://openalex.org/W2060713202","https://openalex.org/W46184679","https://openalex.org/W34888567","https://openalex.org/W3176371262","https://openalex.org/W3088758779"],"abstract_inverted_index":{"Computational":[0],"Fluid":[1],"Dynamics":[2],"(CFD)":[3],"is":[4],"used":[5,163],"to":[6,43,57,68,164],"assist":[7],"in":[8,121,136,167],"designing":[9],"artificial":[10],"valves":[11],"and":[12,51,94,125,173],"planning":[13],"procedures,":[14],"focusing":[15],"on":[16,24,53,89,151],"local":[17],"flow":[18,120,152],"features.":[19],"However,":[20],"assessing":[21],"the":[22,70,76,90,116,123,129,175],"impact":[23,150],"overall":[25],"cardiovascular":[26],"function":[27],"or":[28],"predicting":[29],"longer-term":[30],"outcomes":[31],"may":[32],"requires":[33,46],"more":[34],"comprehensive":[35],"whole":[36,169],"heart":[37,85,170],"CFD":[38,86,171],"models.":[39],"Fitting":[40],"such":[41],"models":[42,65],"patient":[44],"data":[45],"numerous":[47],"computationally":[48],"expensive":[49],"simulations,":[50],"depends":[52],"specific":[54],"clinical":[55,62],"measurements":[56],"constrain":[58],"model":[59,87,103],"parameters,":[60],"hampering":[61],"adoption.":[63],"Surrogate":[64],"can":[66,161],"help":[67],"accelerate":[69],"fitting":[71],"process":[72],"while":[73],"accounting":[74],"for":[75,104],"added":[77],"uncertainty.":[78],"We":[79],"create":[80],"a":[81,101,106,147],"validated":[82],"patient-specific":[83],"four-chamber":[84],"based":[88],"Navier-Stokes-Brinkman":[91],"(NSB)":[92],"equations":[93],"test":[95],"Gaussian":[96],"Process":[97],"Emulators":[98],"(GPEs)":[99],"as":[100,115],"surrogate":[102],"performing":[105],"variance-based":[107],"global":[108],"sensitivity":[109],"analysis":[110],"(GSA).":[111],"GSA":[112],"identified":[113],"preload":[114,179],"dominant":[117],"driver":[118],"of":[119,128,138,177],"both":[122],"right":[124],"left":[126],"side":[127],"heart,":[130],"respectively.":[131],"Left-right":[132],"differences":[133],"were":[134],"seen":[135],"terms":[137],"vascular":[139],"outflow":[140],"resistances,":[141],"with":[142],"pulmonary":[143],"artery":[144],"resistance":[145],"having":[146],"much":[148],"larger":[149],"than":[153],"aortic":[154],"resistance.":[155],"Our":[156],"results":[157],"suggest":[158],"that":[159],"GPEs":[160],"be":[162],"identify":[165],"parameters":[166],"personalized":[168],"models,":[172],"highlight":[174],"importance":[176],"accurate":[178],"measurements.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2022-05-05T00:00:00"}
