2024
Abstract 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 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
2015
Modified Petticoat Technique with Pre-placement of a Distal Bare Stent Improves Early Aortic Remodeling after Complicated Acute Stanford Type B Aortic Dissection
He H, Yao K, Nie W, Wang Z, Liang Q, Shu C, Dardik A. Modified Petticoat Technique with Pre-placement of a Distal Bare Stent Improves Early Aortic Remodeling after Complicated Acute Stanford Type B Aortic Dissection. European Journal Of Vascular And Endovascular Surgery 2015, 50: 450-459. PMID: 26100449, DOI: 10.1016/j.ejvs.2015.04.035.Peer-Reviewed Original ResearchMeSH KeywordsAcute DiseaseAdultAorta, ThoracicAortic Aneurysm, ThoracicAortic DissectionAortographyBlood Vessel ProsthesisBlood Vessel Prosthesis ImplantationChinaEndovascular ProceduresFemaleHumansMaleMiddle AgedPostoperative ComplicationsProsthesis DesignRecurrenceRetrospective StudiesStentsTime FactorsTomography, X-Ray ComputedTreatment OutcomeVascular RemodelingConceptsDistal bare stentAcute Stanford type B aortic dissectionStanford type B aortic dissectionType B aortic dissectionTrue-lumen collapseB aortic dissectionBare stentsAortic remodelingAortic dissectionComplete false lumen thrombosisLumen volumeDistal stent graftLate stent complicationsPrimary technical successLumen collapseDay mortality rateFalse lumen thrombosisTransient renal failureEndovascular aortic repairLong-term followFalse lumen volumeComputed tomography angiographyTrue lumen volumeDay morbidityPETTICOAT technique