Association between Preoperative Neutrophil-lymphocyte Ratio and All-cause Mortality in Patients Treated with Thoracic Endovascular Aortic Repair for Degenerative Thoracic Aortic Aneurysm
Kano M, Nishibe T, Dardik A, Iwahashi T, Nakano Y, Shimahara Y. Association between Preoperative Neutrophil-lymphocyte Ratio and All-cause Mortality in Patients Treated with Thoracic Endovascular Aortic Repair for Degenerative Thoracic Aortic Aneurysm. Annals Of Vascular Surgery 2024, 110: 255-264. PMID: 39341560, DOI: 10.1016/j.avsg.2024.07.110.Peer-Reviewed Original ResearchThoracic endovascular aortic repairPatients treated with thoracic endovascular aortic repairDegenerative thoracic aortic aneurysmsPreoperative neutrophil-lymphocyte ratioNeutrophil-lymphocyte ratioThoracic aortic aneurysmAll-cause mortalityEndovascular aortic repairAortic repairAortic aneurysmCut-off values of neutrophil-lymphocyte ratioOptimal cut-off values of neutrophil-lymphocyte ratioElevated preoperative neutrophil-lymphocyte ratioOverall mortalityValue of neutrophil-lymphocyte ratioOptimal cut-off valueAbsolute lymphocyte countAbsolute neutrophil countRisk of overall mortalityLikelihood of all-cause mortalityReceiver operating characteristic curveIschemic heart diseaseLymphocyte countStratify patientsNeutrophil countAbstract 2011: Development Of Machine Learning Model To Combine Clinical And Imaging Data For Prediction Of Endoleaks: Proof-of-concept Study
Kiang S, Roh D, Dardik A, Tomihama R. Abstract 2011: Development Of Machine Learning Model To Combine Clinical And Imaging Data For Prediction Of Endoleaks: Proof-of-concept Study. Arteriosclerosis Thrombosis And Vascular Biology 2024, 44: a2011-a2011. DOI: 10.1161/atvb.44.suppl_1.2011.Peer-Reviewed Original ResearchArea under the receiver operating characteristic curve curveArea under the receiver operating characteristic curveEndovascular aneurysm repairComputed tomography angiographyConvolutional neural networkClinical dataSupervised ML modelsML modelsRepresentative vectorsComputed tomography angiography scansOccurrence of endoleaksPropensity-matched patientsReceiver operating characteristic curveLearning modelsImage dataConvolutional neural network modelArea under the receiver operating curveComputed tomography angiography imagesReceiver operating curveTransform image dataProof-of-concept studyDeep learning modelsSupervised machine learning modelsAneurysm repairEndovascular cases