{"id":"https://openalex.org/W4414650085","doi":"https://doi.org/10.1007/s10278-025-01667-4","title":"3D Convolutional Neural Network for Predicting Clinical Outcome from Coronary Computed Tomography Angiography in Patients with Suspected Coronary Artery Disease","display_name":"3D Convolutional Neural Network for Predicting Clinical Outcome from Coronary Computed Tomography Angiography in Patients with Suspected Coronary Artery Disease","publication_year":2025,"publication_date":"2025-09-30","ids":{"openalex":"https://openalex.org/W4414650085","doi":"https://doi.org/10.1007/s10278-025-01667-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/41028565"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-025-01667-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-025-01667-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-025-01667-4.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-025-01667-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091742202","display_name":"Era Stambollxhiu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148371","display_name":"Deutsches Herzzentrum M\u00fcnchen","ror":"https://ror.org/04hbwba26","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210148371","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Era Stambollxhiu","raw_affiliation_strings":["Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany","institution_ids":["https://openalex.org/I4210148371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119775891","display_name":"Leonard Frei\u00dfmuth","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leonard Frei\u00dfmuth","raw_affiliation_strings":["Smart Robotics Lab, Department of Computer Engineering, Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Robotics Lab, Department of Computer Engineering, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111137200","display_name":"Lukas J. Moser","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210100468","display_name":"University Hospital of Zurich","ror":"https://ror.org/01462r250","country_code":"CH","type":"funder","lineage":["https://openalex.org/I4210100468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lukas Jakob Moser","raw_affiliation_strings":["Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210100468","https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021296113","display_name":"Rafael Adolf","orcid":"https://orcid.org/0000-0002-8456-7164"},"institutions":[{"id":"https://openalex.org/I4210148371","display_name":"Deutsches Herzzentrum M\u00fcnchen","ror":"https://ror.org/04hbwba26","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210148371","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rafael Adolf","raw_affiliation_strings":["Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany","institution_ids":["https://openalex.org/I4210148371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004748301","display_name":"Albrecht Will","orcid":"https://orcid.org/0000-0003-0430-6288"},"institutions":[{"id":"https://openalex.org/I4210148371","display_name":"Deutsches Herzzentrum M\u00fcnchen","ror":"https://ror.org/04hbwba26","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210148371","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Albrecht Will","raw_affiliation_strings":["Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany","institution_ids":["https://openalex.org/I4210148371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091444029","display_name":"Eva Hendrich","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148371","display_name":"Deutsches Herzzentrum M\u00fcnchen","ror":"https://ror.org/04hbwba26","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210148371","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eva Hendrich","raw_affiliation_strings":["Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany","institution_ids":["https://openalex.org/I4210148371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006318966","display_name":"Keno K. Bressem","orcid":"https://orcid.org/0000-0001-9249-8624"},"institutions":[{"id":"https://openalex.org/I4210148371","display_name":"Deutsches Herzzentrum M\u00fcnchen","ror":"https://ror.org/04hbwba26","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210148371","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Keno Bressem","raw_affiliation_strings":["Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany","institution_ids":["https://openalex.org/I4210148371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039606590","display_name":"Martin Hadamitzky","orcid":"https://orcid.org/0000-0001-6267-1692"},"institutions":[{"id":"https://openalex.org/I4210148371","display_name":"Deutsches Herzzentrum M\u00fcnchen","ror":"https://ror.org/04hbwba26","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210148371","https://openalex.org/I62916508"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Martin Hadamitzky","raw_affiliation_strings":["Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany. martin.hadamitzky@tum.de","School of Medicine and Health, Technical University of Munich, Munich, Germany. martin.hadamitzky@tum.de"],"raw_orcid":"https://orcid.org/0000-0001-6267-1692","affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Radiology and Nuclear Medicine,, TUM University Hospital, German Heart Center, Lazarettstrasse 36, Munich, 80636, Germany. martin.hadamitzky@tum.de","institution_ids":["https://openalex.org/I4210148371"]},{"raw_affiliation_string":"School of Medicine and Health, Technical University of Munich, Munich, Germany. martin.hadamitzky@tum.de","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039606590"],"corresponding_institution_ids":["https://openalex.org/I4210148371","https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36521678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"3","first_page":"2695","last_page":"2705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9976999759674072,"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/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.7063000202178955},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5957000255584717},{"id":"https://openalex.org/keywords/revascularization","display_name":"Revascularization","score":0.5676000118255615},{"id":"https://openalex.org/keywords/coronary-angiography","display_name":"Coronary angiography","score":0.4449000060558319},{"id":"https://openalex.org/keywords/computed-tomography-angiography","display_name":"Computed tomography angiography","score":0.44040000438690186},{"id":"https://openalex.org/keywords/angiography","display_name":"Angiography","score":0.4041999876499176},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.36160001158714294},{"id":"https://openalex.org/keywords/risk-stratification","display_name":"Risk stratification","score":0.3393000066280365}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8677999973297119},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.7063000202178955},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5957000255584717},{"id":"https://openalex.org/C2779464278","wikidata":"https://www.wikidata.org/wiki/Q7317735","display_name":"Revascularization","level":3,"score":0.5676000118255615},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5584999918937683},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.5271000266075134},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.49799999594688416},{"id":"https://openalex.org/C3019004856","wikidata":"https://www.wikidata.org/wiki/Q42297149","display_name":"Coronary angiography","level":3,"score":0.4449000060558319},{"id":"https://openalex.org/C2781347138","wikidata":"https://www.wikidata.org/wiki/Q1024492","display_name":"Computed tomography angiography","level":3,"score":0.44040000438690186},{"id":"https://openalex.org/C2780643987","wikidata":"https://www.wikidata.org/wiki/Q468414","display_name":"Angiography","level":2,"score":0.4041999876499176},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.36160001158714294},{"id":"https://openalex.org/C3020404979","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk stratification","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C2776820930","wikidata":"https://www.wikidata.org/wiki/Q9655","display_name":"Artery","level":2,"score":0.33739998936653137},{"id":"https://openalex.org/C203092338","wikidata":"https://www.wikidata.org/wiki/Q1340863","display_name":"Clinical endpoint","level":3,"score":0.32910001277923584},{"id":"https://openalex.org/C198433322","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value of tests","level":2,"score":0.32600000500679016},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.3228999972343445},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.3077000081539154},{"id":"https://openalex.org/C11783203","wikidata":"https://www.wikidata.org/wiki/Q5478027","display_name":"Framingham Risk Score","level":3,"score":0.2854999899864197},{"id":"https://openalex.org/C2777698277","wikidata":"https://www.wikidata.org/wiki/Q266018","display_name":"Acute coronary syndrome","level":3,"score":0.27790001034736633},{"id":"https://openalex.org/C12868164","wikidata":"https://www.wikidata.org/wiki/Q1424533","display_name":"Mann\u2013Whitney U test","level":2,"score":0.2556000053882599}],"mesh":[{"descriptor_ui":"D000072226","descriptor_name":"Computed Tomography Angiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000072226","descriptor_name":"Computed Tomography Angiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000098415","descriptor_name":"Convolutional Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098415","descriptor_name":"Convolutional Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":true},{"descriptor_ui":"D017023","descriptor_name":"Coronary Angiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017023","descriptor_name":"Coronary Angiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-025-01667-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-025-01667-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-025-01667-4.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},{"id":"pmid:41028565","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41028565","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":"Journal of imaging informatics in medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:13230433","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13230433/","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":"J Imaging Inform Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10278-025-01667-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-025-01667-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-025-01667-4.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414650085.pdf","grobid_xml":"https://content.openalex.org/works/W4414650085.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2006706374","https://openalex.org/W2023862018","https://openalex.org/W2031576042","https://openalex.org/W2112796928","https://openalex.org/W2883464116","https://openalex.org/W2886584550","https://openalex.org/W2913705661","https://openalex.org/W2921335396","https://openalex.org/W2921493150","https://openalex.org/W2963446712","https://openalex.org/W3008000699","https://openalex.org/W3011371150","https://openalex.org/W3098809754","https://openalex.org/W3120795911","https://openalex.org/W3126008863","https://openalex.org/W3180420485","https://openalex.org/W3196160207","https://openalex.org/W4220901568","https://openalex.org/W4220979973","https://openalex.org/W4225253262","https://openalex.org/W4229029387","https://openalex.org/W4284896820","https://openalex.org/W4286005581","https://openalex.org/W4362505778","https://openalex.org/W4391133498","https://openalex.org/W4392502373","https://openalex.org/W4399390053"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1,50],"aims":[2],"to":[3,101,122,134,198,207],"develop":[4],"and":[5,51,55,82,155,205,216,221,240],"assess":[6],"an":[7,167,187],"optimized":[8,89],"three-dimensional":[9],"convolutional":[10],"neural":[11],"network":[12],"model":[13],"(3D":[14],"CNN)":[15],"for":[16,110,173],"predicting":[17,174],"major":[18],"cardiac":[19],"events":[20],"from":[21,186],"coronary":[22,32,40,113],"computed":[23],"tomography":[24],"angiography":[25],"(CCTA)":[26],"images":[27,100,231],"in":[28,47,151,182,244],"patients":[29,119,245],"with":[30,38,238,246],"suspected":[31,39,247],"artery":[33,41],"disease.":[34],"Patients":[35],"undergoing":[36],"CCTA":[37,99,230],"disease":[42],"(CAD)":[43],"were":[44,120],"retrospectively":[45],"included":[46],"this":[48],"single-center":[49],"split":[52],"into":[53],"training":[54,124,153],"test":[56,136,157,162],"sets.":[57],"The":[58,106,178],"endpoint":[59,149],"was":[60,96,108],"defined":[61],"as":[62],"a":[63,144,183],"composite":[64,148,176],"of":[65,85,112,117,169,189,229],"all-cause":[66],"death,":[67],"myocardial":[68],"infarction,":[69],"unstable":[70],"angina,":[71],"or":[72],"revascularization":[73],"events.":[74],"Cardiovascular":[75],"risk":[76,234,242],"assessment":[77],"relied":[78],"on":[79,98],"Morise":[80,195,213],"score":[81,196],"the":[83,93,103,123,135,147,161,164,175],"extent":[84],"CAD":[86],"(eoCAD).":[87],"An":[88],"3D":[90],"CNN":[91,165,217],"mimicking":[92],"DenseNet":[94],"architecture":[95],"trained":[97],"predict":[102],"clinical":[104,239],"endpoints.":[105],"data":[107],"unannotated":[109],"presence":[111],"plaque.":[114],"A":[115],"total":[116],"5562":[118],"assigned":[121],"group":[125,137,154,158],"(66.4%":[126],"male,":[127,139],"median":[128],"age":[129],"61.1":[130],"\u00b1":[131,141,171,191,200,209],"11.2);":[132],"714":[133],"(69.3%":[138],"61.5":[140],"11.4).":[142],"Over":[143],"7.2-year":[145],"follow-up,":[146],"occurred":[150],"760":[152],"83":[156],"patients.":[159],"In":[160],"cohort,":[163],"achieved":[166],"AUC":[168,188],"0.872":[170],"0.020":[172],"endpoint.":[177],"predictive":[179],"performance":[180],"improved":[181],"stepwise":[184],"manner:":[185],"0.652":[190],"0.031":[192],"while":[193],"using":[194],"alone":[197],"0.901":[199],"0.016":[201],"when":[202,211,236],"adding":[203],"eoCAD":[204],"finally":[206],"0.920":[208],"0.015":[210],"combining":[212],"score,":[214],"eoCAD,":[215],"(p":[218],"<":[219],"0.001":[220],"p":[222],"=":[223],"0.012,":[224],"respectively).":[225],"Deep":[226],"learning-based":[227],"analysis":[228],"improves":[232],"prognostic":[233],"stratification":[235],"combined":[237],"imaging":[241],"factors":[243],"CAD.":[248]},"counts_by_year":[],"updated_date":"2026-07-11T18:08:03.149640","created_date":"2025-10-10T00:00:00"}
