{"id":"https://openalex.org/W4384518130","doi":"https://doi.org/10.1109/cbms58004.2023.00337","title":"Deep Learning Based Detection of Collateral Circulation in Coronary Angiographies","display_name":"Deep Learning Based Detection of Collateral Circulation in Coronary Angiographies","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4384518130","doi":"https://doi.org/10.1109/cbms58004.2023.00337"},"language":"en","primary_location":{"id":"doi:10.1109/cbms58004.2023.00337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms58004.2023.00337","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2403.12055","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020374648","display_name":"Cosmin-Andrei Hatfaludi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]},{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Cosmin-Andrei Hatfaludi","raw_affiliation_strings":["Advanta, Siemens SRL,Brasov,Romania,500097","Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania"],"affiliations":[{"raw_affiliation_string":"Advanta, Siemens SRL,Brasov,Romania,500097","institution_ids":["https://openalex.org/I4210095246"]},{"raw_affiliation_string":"Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015286722","display_name":"Daniel Bunescu","orcid":null},"institutions":[{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]},{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Daniel Bunescu","raw_affiliation_strings":["Advanta, Siemens SRL,Brasov,Romania,500097","Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania"],"affiliations":[{"raw_affiliation_string":"Advanta, Siemens SRL,Brasov,Romania,500097","institution_ids":["https://openalex.org/I4210095246"]},{"raw_affiliation_string":"Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041609881","display_name":"Costin Ciusdel","orcid":"https://orcid.org/0000-0001-5002-982X"},"institutions":[{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]},{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Costin Florian Ciu\u015fdel","raw_affiliation_strings":["Advanta, Siemens SRL,Brasov,Romania,500097","Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania"],"affiliations":[{"raw_affiliation_string":"Advanta, Siemens SRL,Brasov,Romania,500097","institution_ids":["https://openalex.org/I4210095246"]},{"raw_affiliation_string":"Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027550247","display_name":"Alex Serban","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]},{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alex Serban","raw_affiliation_strings":["Advanta, Siemens SRL,Brasov,Romania,500097","Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania"],"affiliations":[{"raw_affiliation_string":"Advanta, Siemens SRL,Brasov,Romania,500097","institution_ids":["https://openalex.org/I4210095246"]},{"raw_affiliation_string":"Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108851026","display_name":"Karl B\u00f6se","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karl B\u00f6se","raw_affiliation_strings":["University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538"],"affiliations":[{"raw_affiliation_string":"University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039683546","display_name":"Marc Oppel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marc Oppel","raw_affiliation_strings":["University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538"],"affiliations":[{"raw_affiliation_string":"University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017606463","display_name":"Stephanie Schr\u00f6der","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephanie Schr\u00f6der","raw_affiliation_strings":["University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538"],"affiliations":[{"raw_affiliation_string":"University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092483575","display_name":"Christopher Seehase","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christopher Seehase","raw_affiliation_strings":["University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538"],"affiliations":[{"raw_affiliation_string":"University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001410073","display_name":"Harald F. Langer","orcid":"https://orcid.org/0000-0003-2224-0518"},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210156450","display_name":"University Medical Centre Mannheim","ror":"https://ror.org/05sxbyd35","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210156450"]},{"id":"https://openalex.org/I4210127591","display_name":"German Centre for Cardiovascular Research","ror":"https://ror.org/031t5w623","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127591","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Harald F. Langer","raw_affiliation_strings":["University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538","German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Germany","Department of Cardiology, Angiology, Haemostaseology and Medical Intensive Care, Medical Faculty Mannheim, University Medical Centre Mannheim, Heidelberg University, Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538","institution_ids":[]},{"raw_affiliation_string":"German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Germany","institution_ids":["https://openalex.org/I4210127591"]},{"raw_affiliation_string":"Department of Cardiology, Angiology, Haemostaseology and Medical Intensive Care, Medical Faculty Mannheim, University Medical Centre Mannheim, Heidelberg University, Mannheim, Germany","institution_ids":["https://openalex.org/I4210156450","https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086547395","display_name":"Jeanette Erdmann","orcid":"https://orcid.org/0000-0002-4486-6231"},"institutions":[{"id":"https://openalex.org/I4210127591","display_name":"German Centre for Cardiovascular Research","ror":"https://ror.org/031t5w623","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127591","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jeanette Erdmann","raw_affiliation_strings":["DZHK (German Centre for Cardiovascular Research), partner site Hamburg/Lübeck/Kiel,Lübeck,Germany,23562"],"affiliations":[{"raw_affiliation_string":"DZHK (German Centre for Cardiovascular Research), partner site Hamburg/Lübeck/Kiel,Lübeck,Germany,23562","institution_ids":["https://openalex.org/I4210127591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011498648","display_name":"Henry Nording","orcid":"https://orcid.org/0000-0003-2784-8573"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Henry Nording","raw_affiliation_strings":["University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538"],"affiliations":[{"raw_affiliation_string":"University Heart Center Lübeck,Cardioimmunology group, Medical Clinic II,Lübeck,Germany,23538","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006236000","display_name":"Lucian Itu","orcid":"https://orcid.org/0000-0002-2205-497X"},"institutions":[{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]},{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Lucian Mihai Itu","raw_affiliation_strings":["Advanta, Siemens SRL,Brasov,Romania,500097","Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania"],"affiliations":[{"raw_affiliation_string":"Advanta, Siemens SRL,Brasov,Romania,500097","institution_ids":["https://openalex.org/I4210095246"]},{"raw_affiliation_string":"Automation and Information Technology, Transilvania University of Brasov, Brasov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5020374648"],"corresponding_institution_ids":["https://openalex.org/I3123573182","https://openalex.org/I4210095246"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21195973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"886","last_page":"891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9984999895095825,"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/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.994700014591217,"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/collateral-circulation","display_name":"Collateral circulation","score":0.6617525219917297},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.630647599697113},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.576636016368866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5515952110290527},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5420113801956177},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5050869584083557},{"id":"https://openalex.org/keywords/collateral","display_name":"Collateral","score":0.5019700527191162},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.49101948738098145},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.4900757074356079},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4814985990524292},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4498134255409241},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.4118395149707794}],"concepts":[{"id":"https://openalex.org/C2776599846","wikidata":"https://www.wikidata.org/wiki/Q5145979","display_name":"Collateral circulation","level":2,"score":0.6617525219917297},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.630647599697113},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.576636016368866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5515952110290527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5420113801956177},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5050869584083557},{"id":"https://openalex.org/C2777910564","wikidata":"https://www.wikidata.org/wiki/Q694563","display_name":"Collateral","level":2,"score":0.5019700527191162},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.49101948738098145},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.4900757074356079},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4814985990524292},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4498134255409241},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.4118395149707794},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cbms58004.2023.00337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms58004.2023.00337","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2403.12055","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.12055","pdf_url":"https://arxiv.org/pdf/2403.12055","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2403.12055","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.12055","pdf_url":"https://arxiv.org/pdf/2403.12055","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8199999928474426,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G5313023405","display_name":null,"funder_award_id":"101017578","funder_id":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020"}],"funders":[{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384518130.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W111204299","https://openalex.org/W1518629933","https://openalex.org/W1990736647","https://openalex.org/W2029714409","https://openalex.org/W2070276084","https://openalex.org/W2078501359","https://openalex.org/W2085281262","https://openalex.org/W2096626379","https://openalex.org/W2109045681","https://openalex.org/W2109854902","https://openalex.org/W2110940238","https://openalex.org/W2119290229","https://openalex.org/W2147614625","https://openalex.org/W2148761940","https://openalex.org/W2149564784","https://openalex.org/W2168209259","https://openalex.org/W2242491276","https://openalex.org/W2466003796","https://openalex.org/W2614578122","https://openalex.org/W2795181515","https://openalex.org/W2912290085","https://openalex.org/W3005949594","https://openalex.org/W3034942609","https://openalex.org/W3122725681","https://openalex.org/W3200595552","https://openalex.org/W4214836268","https://openalex.org/W4296261094","https://openalex.org/W4310396525","https://openalex.org/W4315784401","https://openalex.org/W4317393286"],"related_works":["https://openalex.org/W3124626177","https://openalex.org/W1545046617","https://openalex.org/W1494925915","https://openalex.org/W4243562399","https://openalex.org/W3125787423","https://openalex.org/W3121982030","https://openalex.org/W2495941813","https://openalex.org/W3121410239","https://openalex.org/W4230876021","https://openalex.org/W3213079724"],"abstract_inverted_index":{"Coronary":[0],"artery":[1,121],"disease":[2],"(CAD)":[3],"is":[4,26,59],"the":[5,12,27,33,42,117,124,163],"dominant":[6],"cause":[7,29],"of":[8,30,39,44,90,111],"death":[9],"and\\nhospitalization":[10],"across":[11],"globe.":[13],"Atherosclerosis,":[14],"an":[15,91],"inflammatory":[16],"condition\\nthat":[17],"gradually":[18],"narrows":[19],"arteries":[20],"and":[21,98,153,171,181],"has":[22],"potentially":[23],"fatal":[24],"effects,":[25],"most\\nfrequent":[28],"CAD.":[31],"Nonetheless,":[32],"circulation":[34,57],"regularly":[35],"adapts":[36],"in":[37,47],"the\\npresence":[38],"atherosclerosis,":[40],"through":[41],"formation":[43],"collateral":[45,56,154],"arteries,\\nresulting":[46],"significant":[48],"long-term":[49],"health":[50],"benefits.":[51],"Therefore,":[52],"timely":[53],"detection\\nof":[54],"coronary":[55,120],"(CCC)":[58],"crucial":[60],"for":[61],"CAD":[62],"personalized\\nmedicine.":[63],"We":[64,141],"propose":[65],"a":[66,81],"novel":[67],"deep":[68],"learning":[69],"based":[70,148,179],"method":[71,78,165],"to":[72,84,109,132,176],"detect":[73],"CCC":[74,182],"in\\nangiographic":[75],"images.":[76],"Our":[77],"relies":[79],"on":[80,119,149],"convolutional":[82,103],"backbone":[83,118],"extract\\nspatial":[85],"features":[86,95],"from":[87],"each":[88],"frame":[89],"angiography":[92],"sequence.":[93],"The":[94],"are\\nthen":[96],"concatenated,":[97],"subsequently":[99],"processed":[100],"by":[101],"another":[102],"layer\\nthat":[104],"processes":[105],"embeddings":[106],"temporally.":[107],"Due":[108],"scarcity":[110],"data,":[112],"we":[113,128],"also\\nexperiment":[114],"with":[115,130,145],"pretraining":[116],"segmentation,":[122],"which\\nimproves":[123],"results":[125,143,168],"consistently.":[126],"Moreover,":[127],"experiment":[129],"few-shot\\nlearning":[131],"further":[133,174],"improve":[134],"performance,":[135],"given":[136],"our":[137],"low":[138],"data":[139],"regime.":[140],"present\\nour":[142],"together":[144],"subgroup":[146],"analyses":[147],"Rentrop":[150],"grading,\\ncollateral":[151],"flow,":[152],"grading,":[155],"which":[156],"provide":[157],"valuable":[158],"insights":[159],"into\\nmodel":[160],"performance.":[161],"Overall,":[162],"proposed":[164],"shows":[166],"promising":[167],"in\\ndetecting":[169],"CCC,":[170],"can":[172],"be":[173],"extended":[175],"perform":[177],"landmark":[178],"CCC\\ndetection":[180],"quantification.\\n":[183]},"counts_by_year":[],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}