2018
Deep Learning for Prediction of Obstructive Disease From Fast Myocardial Perfusion SPECT A Multicenter Study
Betancur J, Commandeur F, Motlagh M, Sharir T, Einstein AJ, Bokhari S, Fish MB, Ruddy TD, Kaufmann P, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Germano G, Otaki Y, Tamarappoo BK, Dey D, Berman DS, Slomka PJ. Deep Learning for Prediction of Obstructive Disease From Fast Myocardial Perfusion SPECT A Multicenter Study. JACC Cardiovascular Imaging 2018, 11: 1654-1663. PMID: 29550305, PMCID: PMC6135711, DOI: 10.1016/j.jcmg.2018.01.020.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overCoronary CirculationCoronary StenosisDeep LearningFemaleHumansImage Interpretation, Computer-AssistedMaleMiddle AgedMyocardial Perfusion ImagingOrganophosphorus CompoundsOrganotechnetium CompoundsPredictive Value of TestsRadiopharmaceuticalsRegistriesTechnetium Tc 99m SestamibiTomography, Emission-Computed, Single-PhotonConceptsTotal perfusion deficitMyocardial perfusion imagingCoronary artery diseaseObstructive diseaseArtery diseaseVessel coronary artery diseaseTomography myocardial perfusion imagingTetrofosmin myocardial perfusion imagingLarge multicenter populationStress total perfusion deficitReceiver-operating characteristic curveInvasive coronary angiographyLeft ventricular myocardiumSingle photon emissionMyocardial perfusion SPECTMonths of MPIMulticenter populationObstructive stenosisCoronary angiographyMulticenter studyCoronary arteryPerfusion deficitsNormal limitsVessel sensitivityCurrent clinical methods
2013
Prevalence and Prognostic Importance of Changes in Renal Function After Mechanical Circulatory Support
Brisco MA, Kimmel SE, Coca SG, Putt ME, Jessup M, Tang WW, Parikh CR, Testani JM. Prevalence and Prognostic Importance of Changes in Renal Function After Mechanical Circulatory Support. Circulation Heart Failure 2013, 7: 68-75. PMID: 24214901, PMCID: PMC4067252, DOI: 10.1161/circheartfailure.113.000507.Peer-Reviewed Original ResearchConceptsMechanical circulatory supportRenal functionCirculatory supportEarly improvementContinuous-flow devicesMechanically Assisted Circulatory SupportLarge multicenter populationSerial creatinine levelsGlomerular filtration rateMajority of patientsMulticenter populationCause mortalityInteragency RegistryAdult patientsCreatinine levelsPrognostic importancePrognostic significanceImproved prognosisFiltration ratePoor survivalSurvival disadvantageEGFRPatientsAdditional researchMechanistic basis
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