FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386790123> ?p ?o ?g. }

• W4386790123 abstract "We aim to evaluate the heterogeneous treatment effects of coronary artery bypass grafting in patients with ischemic cardiomyopathy and to identify a group of patients to have greater benefits from coronary artery bypass grafting compared with medical therapy alone.Machine learning causal forest modeling was performed to identify the heterogeneous treatment effects of coronary artery bypass grafting in patients with ischemic cardiomyopathy from the Surgical Treatment for Ischemic Heart Failure trial. The risks of death from any cause and death from cardiovascular causes between coronary artery bypass grafting and medical therapy alone were assessed in the identified subgroups.Among 1212 patients enrolled in the Surgical Treatment for Ischemic Heart Failure trial, left ventricular end-systolic volume index, serum creatinine, and age were identified by the machine learning algorithm to distinguish patients with heterogeneous treatment effects. Among patients with left ventricular end-systolic volume index greater than 84 mL/m2 and age 60.27 years or less, coronary artery bypass grafting was associated with a significantly lower risk of death from any cause (adjusted hazard ratio, 0.61; 95% CI, 0.45-0.84) and death from cardiovascular causes (adjusted hazard ratio, 0.63; 95% CI, 0.45-0.89). By contrast, the survival benefits of coronary artery bypass grafting no longer exist in patients with left ventricular end-systolic volume index 84 mL/m2 or less and serum creatinine 1.04 mg/dL or less, or patients with left ventricular end-systolic volume index greater than 84 mL/m2 and age more than 60.27 years.The current post hoc analysis of the Surgical Treatment for Ischemic Heart Failure trial identified heterogeneous treatment effects of coronary artery bypass grafting in patients with ischemic cardiomyopathy. Younger patients with severe left ventricular enlargement were more likely to derive greater survival benefits from coronary artery bypass grafting." @default.
• W4386790123 created "2023-09-16" @default.
• W4386790123 creator A5000337125 @default.
• W4386790123 creator A5002961378 @default.
• W4386790123 creator A5015071106 @default.
• W4386790123 creator A5025292310 @default.
• W4386790123 creator A5026646519 @default.
• W4386790123 creator A5056726197 @default.
• W4386790123 creator A5058465861 @default.
• W4386790123 creator A5063627420 @default.
• W4386790123 creator A5077382597 @default.
• W4386790123 creator A5090078021 @default.
• W4386790123 date "2023-09-01" @default.
• W4386790123 modified "2023-10-11" @default.
• W4386790123 title "Heterogeneous Treatment Effects of Coronary Artery Bypass Grafting in Ischemic Cardiomyopathy: a Machine Learning Causal Forest Analysis" @default.
• W4386790123 cites W1884680488 @default.
• W4386790123 cites W1984510790 @default.
• W4386790123 cites W2015244007 @default.
• W4386790123 cites W2038981426 @default.
• W4386790123 cites W2078094466 @default.
• W4386790123 cites W2098199229 @default.
• W4386790123 cites W2138512778 @default.
• W4386790123 cites W2208550830 @default.
• W4386790123 cites W2305754340 @default.
• W4386790123 cites W2319648922 @default.
• W4386790123 cites W2501318752 @default.
• W4386790123 cites W2515445066 @default.
• W4386790123 cites W2734626658 @default.
• W4386790123 cites W2789432689 @default.
• W4386790123 cites W2911348796 @default.
• W4386790123 cites W2916912835 @default.
• W4386790123 cites W2986844826 @default.
• W4386790123 cites W3092849554 @default.
• W4386790123 cites W3120164495 @default.
• W4386790123 cites W3193598686 @default.
• W4386790123 cites W4200205754 @default.
• W4386790123 cites W4210242902 @default.
• W4386790123 cites W4225011429 @default.
• W4386790123 cites W4293455530 @default.
• W4386790123 cites W4304758056 @default.
• W4386790123 cites W4322496502 @default.
• W4386790123 doi "https://doi.org/10.1016/j.jtcvs.2023.09.021" @default.
• W4386790123 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37716652" @default.
• W4386790123 hasPublicationYear "2023" @default.
• W4386790123 type Work @default.
• W4386790123 citedByCount "0" @default.
• W4386790123 crossrefType "journal-article" @default.
• W4386790123 hasAuthorship W4386790123A5000337125 @default.
• W4386790123 hasAuthorship W4386790123A5002961378 @default.
• W4386790123 hasAuthorship W4386790123A5015071106 @default.
• W4386790123 hasAuthorship W4386790123A5025292310 @default.
• W4386790123 hasAuthorship W4386790123A5026646519 @default.
• W4386790123 hasAuthorship W4386790123A5056726197 @default.
• W4386790123 hasAuthorship W4386790123A5058465861 @default.
• W4386790123 hasAuthorship W4386790123A5063627420 @default.
• W4386790123 hasAuthorship W4386790123A5077382597 @default.
• W4386790123 hasAuthorship W4386790123A5090078021 @default.
• W4386790123 hasConcept C126322002 @default.
• W4386790123 hasConcept C164705383 @default.
• W4386790123 hasConcept C207103383 @default.
• W4386790123 hasConcept C2775932942 @default.
• W4386790123 hasConcept C2776820930 @default.
• W4386790123 hasConcept C2778198053 @default.
• W4386790123 hasConcept C2780306776 @default.
• W4386790123 hasConcept C44249647 @default.
• W4386790123 hasConcept C71924100 @default.
• W4386790123 hasConcept C78085059 @default.
• W4386790123 hasConceptScore W4386790123C126322002 @default.
• W4386790123 hasConceptScore W4386790123C164705383 @default.
• W4386790123 hasConceptScore W4386790123C207103383 @default.
• W4386790123 hasConceptScore W4386790123C2775932942 @default.
• W4386790123 hasConceptScore W4386790123C2776820930 @default.
• W4386790123 hasConceptScore W4386790123C2778198053 @default.
• W4386790123 hasConceptScore W4386790123C2780306776 @default.
• W4386790123 hasConceptScore W4386790123C44249647 @default.
• W4386790123 hasConceptScore W4386790123C71924100 @default.
• W4386790123 hasConceptScore W4386790123C78085059 @default.
• W4386790123 hasFunder F4320321001 @default.
• W4386790123 hasFunder F4320321160 @default.
• W4386790123 hasFunder F4320321921 @default.
• W4386790123 hasFunder F4320334898 @default.
• W4386790123 hasLocation W43867901231 @default.
• W4386790123 hasLocation W43867901232 @default.
• W4386790123 hasOpenAccess W4386790123 @default.
• W4386790123 hasPrimaryLocation W43867901231 @default.
• W4386790123 hasRelatedWork W1992046973 @default.
• W4386790123 hasRelatedWork W2056167729 @default.
• W4386790123 hasRelatedWork W2099628268 @default.
• W4386790123 hasRelatedWork W2164703220 @default.
• W4386790123 hasRelatedWork W2383994333 @default.
• W4386790123 hasRelatedWork W3168967751 @default.
• W4386790123 hasRelatedWork W44894489 @default.
• W4386790123 hasRelatedWork W55173076 @default.
• W4386790123 hasRelatedWork W588655279 @default.
• W4386790123 hasRelatedWork W642714463 @default.
• W4386790123 isParatext "false" @default.
• W4386790123 isRetracted "false" @default.
• W4386790123 workType "article" @default.