{"id":"https://openalex.org/W4393314432","doi":"https://doi.org/10.1097/ta.0000000000004322","title":"Using machine learning to predict outcomes of patients with blunt traumatic aortic injuries","display_name":"Using machine learning to predict outcomes of patients with blunt traumatic aortic injuries","publication_year":2024,"publication_date":"2024-03-29","ids":{"openalex":"https://openalex.org/W4393314432","doi":"https://doi.org/10.1097/ta.0000000000004322","pmid":"https://pubmed.ncbi.nlm.nih.gov/38548696"},"language":"en","primary_location":{"id":"doi:10.1097/ta.0000000000004322","doi":"https://doi.org/10.1097/ta.0000000000004322","is_oa":false,"landing_page_url":"https://doi.org/10.1097/ta.0000000000004322","pdf_url":null,"source":{"id":"https://openalex.org/S4210177186","display_name":"The Journal of Trauma: Injury, Infection, and Critical Care","issn_l":"2163-0755","issn":["2163-0755","2163-0763"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Trauma and Acute Care Surgery","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031845751","display_name":"Eileen Lu","orcid":"https://orcid.org/0000-0002-2626-2944","observed_orcids":["https://orcid.org/0000-0002-2626-2944"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]},{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eileen Lu","raw_affiliation_strings":["From the Division of Vascular Surgery (E.L., A.A., E.L.C.), Cedars-Sinai Medical Center, Los Angeles, California; Department of Surgery (J.D.), University of Texas at Austin Dell Medical School, Austin, Texas; Department of Computational Biomedicine (M.V., Z.P.W.), Cedars-Sinai Medical Center, West Hollywood, California; Division of Vascular Surgery, Department of Surgery (B.W.S.), University of Washington, Seattle, Washington; and Department of Cardiothoracic and Vascular Surgery (N.U.S., C.C.M.), University of Texas Health Science Center, Houston, Texas","Division of Vascular Surgery, Cedars-Sinai Medical Center, Los Angeles, CA","EileenLuMD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"From the Division of Vascular Surgery (E.L., A.A., E.L.C.), Cedars-Sinai Medical Center, Los Angeles, California; Department of Surgery (J.D.), University of Texas at Austin Dell Medical School, Austin, Texas; Department of Computational Biomedicine (M.V., Z.P.W.), Cedars-Sinai Medical Center, West Hollywood, California; Division of Vascular Surgery, Department of Surgery (B.W.S.), University of Washington, Seattle, Washington; and Department of Cardiothoracic and Vascular Surgery (N.U.S., C.C.M.), University of Texas Health Science Center, Houston, Texas","institution_ids":["https://openalex.org/I1282927834","https://openalex.org/I201448701","https://openalex.org/I86519309"]},{"raw_affiliation_string":"Division of Vascular Surgery, Cedars-Sinai Medical Center, Los Angeles, CA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"EileenLuMD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108607099","display_name":"Joseph Jeremy DuBose","orcid":"https://orcid.org/0000-0002-9944-7181","observed_orcids":["https://orcid.org/0000-0002-9944-7181"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Dubose","raw_affiliation_strings":["Department of Surgery, University of Texas at Austin Dell Medical School, Austin, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University of Texas at Austin Dell Medical School, Austin, TX","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058539869","display_name":"Mythreye Venkatesan","orcid":"https://orcid.org/0000-0001-9946-0688","observed_orcids":["https://orcid.org/0000-0001-9946-0688"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mythreye Venkatesan","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076732420","display_name":"Zhiping Paul Wang","orcid":"https://orcid.org/0000-0002-3796-3164","observed_orcids":["https://orcid.org/0000-0002-3796-3164"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiping Paul Wang","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078109993","display_name":"Benjamin Ware Starnes","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin W. Starnes","raw_affiliation_strings":["Division of Vascular Surgery, Department of Surgery, University of Washington, Seattle, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Vascular Surgery, Department of Surgery, University of Washington, Seattle, WA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065071257","display_name":"Naveed U. Saqib","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naveed U. Saqib","raw_affiliation_strings":["Department of Cardiothoracic and Vascular Surgery, University of Texas Health Science Center, Houston, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiothoracic and Vascular Surgery, University of Texas Health Science Center, Houston, TX","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112466395","display_name":"Charles C. Miller","orcid":"https://orcid.org/0009-0000-3427-3734","observed_orcids":["https://orcid.org/0009-0000-3427-3734"]},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles C. Miller","raw_affiliation_strings":["Department of Cardiothoracic and Vascular Surgery, University of Texas Health Science Center, Houston, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiothoracic and Vascular Surgery, University of Texas Health Science Center, Houston, TX","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060953417","display_name":"Ali Azizzadeh","orcid":"https://orcid.org/0000-0002-6734-4903","observed_orcids":["https://orcid.org/0000-0002-6734-4903"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Azizzadeh","raw_affiliation_strings":["Ali Azizzadeh and Elizabeth L. Chou, MD are Co-senior authors","Division of Vascular Surgery, Cedars-Sinai Medical Center, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ali Azizzadeh and Elizabeth L. Chou, MD are Co-senior authors","institution_ids":[]},{"raw_affiliation_string":"Division of Vascular Surgery, Cedars-Sinai Medical Center, Los Angeles, CA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016273618","display_name":"Elizabeth L. Chou","orcid":"https://orcid.org/0000-0002-0997-6785","observed_orcids":["https://orcid.org/0000-0002-0997-6785"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth L. Chou","raw_affiliation_strings":["Ali Azizzadeh and Elizabeth L. Chou, MD are Co-senior authors","Division of Vascular Surgery, Cedars-Sinai Medical Center, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ali Azizzadeh and Elizabeth L. Chou, MD are Co-senior authors","institution_ids":[]},{"raw_affiliation_string":"Division of Vascular Surgery, Cedars-Sinai Medical Center, Los Angeles, CA","institution_ids":["https://openalex.org/I1282927834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2664,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79328873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"97","issue":"2","first_page":"258","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10618","display_name":"Aortic Disease and Treatment Approaches","score":0.6035000085830688,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10618","display_name":"Aortic Disease and Treatment Approaches","score":0.6035000085830688,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T11951","display_name":"Trauma Management and Diagnosis","score":0.2329999953508377,"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/T11467","display_name":"Trauma and Emergency Care Studies","score":0.04470000043511391,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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/blunt-aortic-injury","display_name":"blunt aortic injury","score":0.8610000014305115},{"id":"https://openalex.org/keywords/prognostic-model","display_name":"prognostic model","score":0.6729999780654907},{"id":"https://openalex.org/keywords/in-hospital-mortality","display_name":"in-hospital mortality","score":0.953000009059906},{"id":"https://openalex.org/keywords/automated-machine-learning","display_name":"automated machine learning","score":0.7950000166893005},{"id":"https://openalex.org/keywords/thoracic-endovascular-aortic-repair","display_name":"thoracic endovascular aortic repair","score":0.7590000033378601},{"id":"https://openalex.org/keywords/medical-management","display_name":"medical management","score":0.6959999799728394},{"id":"https://openalex.org/keywords/injury-site","display_name":"injury location","score":0.7870000004768372},{"id":"https://openalex.org/keywords/variable-prioritization","display_name":"variable prioritization","score":0.6389999985694885}],"concepts":[{"id":"https://openalex.org/C105698618","wikidata":"https://www.wikidata.org/wiki/Q886371","display_name":"Blunt","level":2,"score":0.8543094396591187},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4471406042575836},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.34323209524154663},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.34109389781951904},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.26127827167510986}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D001013","descriptor_name":"Aorta, Thoracic","qualifier_ui":"Q000601","qualifier_name":"surgery","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":"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":"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":"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":"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":"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":"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":"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":"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":"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":"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":"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":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"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":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D013898","descriptor_name":"Thoracic Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D014949","descriptor_name":"Wounds, Nonpenetrating","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D015601","descriptor_name":"Injury Severity Score","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015601","descriptor_name":"Injury Severity Score","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015601","descriptor_name":"Injury Severity Score","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015601","descriptor_name":"Injury Severity Score","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015601","descriptor_name":"Injury Severity Score","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015601","descriptor_name":"Injury Severity Score","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057510","descriptor_name":"Endovascular Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057510","descriptor_name":"Endovascular Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057510","descriptor_name":"Endovascular Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057510","descriptor_name":"Endovascular Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057510","descriptor_name":"Endovascular Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057510","descriptor_name":"Endovascular Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D057772","descriptor_name":"Vascular System Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1097/ta.0000000000004322","doi":"https://doi.org/10.1097/ta.0000000000004322","is_oa":false,"landing_page_url":"https://doi.org/10.1097/ta.0000000000004322","pdf_url":null,"source":{"id":"https://openalex.org/S4210177186","display_name":"The Journal of Trauma: Injury, Infection, and Critical Care","issn_l":"2163-0755","issn":["2163-0755","2163-0763"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Trauma and Acute Care Surgery","raw_type":"journal-article"},{"id":"pmid:38548696","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38548696","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,"listed_in":[],"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":"The journal of trauma and acute care surgery","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":1.0}],"sustainable_development_goals_aurora":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8500000238418579}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1580339848","https://openalex.org/W1581514961","https://openalex.org/W1691186793","https://openalex.org/W1970038083","https://openalex.org/W1970530315","https://openalex.org/W1996363640","https://openalex.org/W2001378660","https://openalex.org/W2003490441","https://openalex.org/W2012343416","https://openalex.org/W2013343644","https://openalex.org/W2040797230","https://openalex.org/W2046829360","https://openalex.org/W2055845779","https://openalex.org/W2093372968","https://openalex.org/W2094814890","https://openalex.org/W2097579827","https://openalex.org/W2098507121","https://openalex.org/W2113129487","https://openalex.org/W2123885634","https://openalex.org/W2124385942","https://openalex.org/W2330279424","https://openalex.org/W2399669244","https://openalex.org/W2408584261","https://openalex.org/W2566154704","https://openalex.org/W2762836337","https://openalex.org/W2786687553","https://openalex.org/W2801851817","https://openalex.org/W2803586547","https://openalex.org/W2914676057","https://openalex.org/W2944872342","https://openalex.org/W2980665503","https://openalex.org/W2995164097","https://openalex.org/W3006174356","https://openalex.org/W3089650689","https://openalex.org/W3093286083","https://openalex.org/W3096084844","https://openalex.org/W3116016979","https://openalex.org/W3188069475","https://openalex.org/W3196558386","https://openalex.org/W3202062545","https://openalex.org/W4200046250","https://openalex.org/W4251710547","https://openalex.org/W4292692900","https://openalex.org/W4295498948","https://openalex.org/W4318927621","https://openalex.org/W4320496949","https://openalex.org/W4324100862","https://openalex.org/W4388283530","https://openalex.org/W7073937990"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,48,221,237],"optimal":[2],"management":[3,20,60],"of":[4,27,38,63,104,134,149,156,177,193,243,262,287],"blunt":[5],"thoracic":[6],"aortic":[7,137,169,252,278],"injury":[8,58,245,253,279],"(BTAI)":[9],"remains":[10],"controversial,":[11],"with":[12,45,65,91],"experienced":[13],"centers":[14],"offering":[15],"therapy":[16],"ranging":[17],"from":[18,226,234],"medical":[19],"to":[21,33,55,232,283],"TEVAR.":[22],"We":[23],"investigated":[24],"the":[25,108,115,119,178,212,227,244,247,285],"utility":[26,286],"a":[28,35,102],"machine":[29],"learning":[30,257],"(ML)":[31],"algorithm":[32],"develop":[34],"prognostic":[36],"model":[37,83,182,217,229],"risk":[39],"factors":[40],"on":[41,260],"mortality":[42],"in":[43,107,114,187,206,215,267,276],"patients":[44,64,106,111,122,144,163],"BTAI.":[46,66],"METHODS:":[47],"Aortic":[49],"Trauma":[50],"Foundation":[51],"registry":[52],"was":[53,96],"utilized":[54],"examine":[56],"demographics,":[57],"characteristics,":[59],"and":[61,80,98,147,165,180,190,199,251,274,294],"outcomes":[62],"A":[67],"STREAMLINE":[68,179,238],"(A":[69],"Simple,":[70],"Transparent,":[71],"End-To-End":[72],"Automated":[73],"Machine":[74,256],"Learning":[75],"Pipeline":[76],"Facilitating":[77],"Data":[78],"Analysis":[79],"Algorithm":[81],"Comparison)":[82],"as":[84,86],"well":[85],"logistic":[87,270],"regression":[88],"(LR)":[89],"analysis":[90],"imputation":[92],"using":[93],"chained":[94],"equations":[95],"developed":[97],"compared.":[99],"RESULTS:":[100],"From":[101],"total":[103],"1018":[105],"registry,":[109],"702":[110],"were":[112,124,136,230],"included":[113],"final":[116],"analysis.":[117],"Of":[118],"258":[120],"(37%)":[121],"who":[123],"medically":[125],"managed,":[126],"44":[127],"(17%)":[128],"died":[129,164],"during":[130],"admission,":[131],"14":[132],"(5.4%)":[133],"which":[135,150],"related":[138,170],"deaths.":[139],"Four":[140],"hundred":[141],"forty-four":[142],"(63%)":[143],"underwent":[145,151],"TEVAR":[146,152,159],"343":[148],"within":[153],"24":[154],"hours":[155],"admission.":[157],"Among":[158],"patients,":[160],"39":[161],"(8.8%)":[162],"7":[166],"(1.6%)":[167],"had":[168],"deaths":[171],"(":[172],"Table":[173],"1":[174],").":[175],"Comparison":[176],"LR":[181,228],"showed":[183],"no":[184],"significant":[185],"difference":[186],"ROC":[188],"curves":[189],"high":[191],"AUCs":[192],"0.869":[194],"(95%":[195,201],"confidence":[196,202],"interval,":[197,203],"0.813-0.925)":[198],"0.840":[200],"0.779-0.900)":[204],"respectively":[205],"predicting":[207],"in-hospital":[208],"mortality.":[209],"Unexpectedly,":[210],"however,":[211,240],"variables":[213,224,263],"prioritized":[214,241],"each":[216],"differed":[218],"between":[219],"models.":[220,289],"top":[222],"3":[223],"identified":[225,266],"similar":[231],"that":[233],"existing":[235],"literature.":[236],"model,":[239],"location":[242],"along":[246],"lesser":[248],"curve,":[249],"age":[250],"grade.":[254],"CONCLUSION:":[255],"provides":[258],"insight":[259],"prioritization":[261],"not":[264],"typically":[265],"standard":[268],"multivariable":[269],"regression.":[271],"Further":[272],"investigation":[273],"validation":[275],"other":[277],"cohorts":[280],"are":[281],"needed":[282],"delineate":[284],"ML":[288],"LEVEL":[290],"OF":[291],"EVIDENCE:":[292],"Prognostic":[293],"Epidemiological;":[295],"Level":[296],"III.":[297]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}