2024
Real-world evaluation of an algorithmic machine-learning-guided testing approach in stable chest pain: a multinational, multicohort study
Oikonomou E, Aminorroaya A, Dhingra L, Partridge C, Velazquez E, Desai N, Krumholz H, Miller E, Khera R. Real-world evaluation of an algorithmic machine-learning-guided testing approach in stable chest pain: a multinational, multicohort study. European Heart Journal - Digital Health 2024, 5: 303-313. PMID: 38774380, PMCID: PMC11104476, DOI: 10.1093/ehjdh/ztae023.Peer-Reviewed Original ResearchRisk of acute myocardial infarctionAssociated with lower oddsHospital health systemCoronary artery diseaseCardiac testingRisk of adverse outcomesUK BiobankHealth systemProvider-drivenLower oddsAssociated with better outcomesAcute myocardial infarctionBlack raceStable chest painFemale sexReal world evaluationDiabetes historyMulticohort studyFunction testsSuspected coronary artery diseaseYounger ageRisk profileAdverse outcomesMultinational cohortPost hoc analysisA COMPARATIVE ANALYSIS OF PET, CZT SPECT, AND CONVENTIONAL SPECT IN MODERN CARDIOLOGY
Ahmed A, Agarwal R, Khera R, Liu Y, Sinusas A, Miller E, Feher A. A COMPARATIVE ANALYSIS OF PET, CZT SPECT, AND CONVENTIONAL SPECT IN MODERN CARDIOLOGY. Journal Of The American College Of Cardiology 2024, 83: 1365. DOI: 10.1016/s0735-1097(24)03355-2.Peer-Reviewed Original Research
2023
Severe aortic stenosis detection by deep learning applied to echocardiography
Holste G, Oikonomou E, Mortazavi B, Coppi A, Faridi K, Miller E, Forrest J, McNamara R, Ohno-Machado L, Yuan N, Gupta A, Ouyang D, Krumholz H, Wang Z, Khera R. Severe aortic stenosis detection by deep learning applied to echocardiography. European Heart Journal 2023, 44: 4592-4604. PMID: 37611002, PMCID: PMC11004929, DOI: 10.1093/eurheartj/ehad456.Peer-Reviewed Original ResearchDetection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images
Sangha V, Nargesi A, Dhingra L, Khunte A, Mortazavi B, Ribeiro A, Banina E, Adeola O, Garg N, Brandt C, Miller E, Ribeiro A, Velazquez E, Giatti L, Barreto S, Foppa M, Yuan N, Ouyang D, Krumholz H, Khera R. Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images. Circulation 2023, 148: 765-777. PMID: 37489538, PMCID: PMC10982757, DOI: 10.1161/circulationaha.122.062646.Peer-Reviewed Original ResearchConceptsLV systolic dysfunctionYale-New Haven HospitalVentricular systolic dysfunctionSystolic dysfunctionLV ejection fractionBrazilian Longitudinal StudyNew Haven HospitalEjection fractionCardiology clinicRegional hospitalLeft ventricular systolic dysfunctionCedars-Sinai Medical CenterAdult Health (ELSA-Brasil) cohortMECHANISTIC EVALUATION OF AN AI-DRIVEN CLINICAL DECISION SUPPORT TOOL TO PERSONALIZE THE USE OF ANATOMICAL TESTING IN SUSPECTED CORONARY ARTERY DISEASE
Oikonomou E, Suchard M, Miller E, Velazquez E, Khera R. MECHANISTIC EVALUATION OF AN AI-DRIVEN CLINICAL DECISION SUPPORT TOOL TO PERSONALIZE THE USE OF ANATOMICAL TESTING IN SUSPECTED CORONARY ARTERY DISEASE. Journal Of The American College Of Cardiology 2023, 81: 1360. DOI: 10.1016/s0735-1097(23)01804-1.Peer-Reviewed Original Research
2022
Short-Term Outcomes After Myopericarditis Related to COVID-19 Vaccination
Pareek M, Steele J, Asnes J, Baldassarre L, Casale L, Desai N, Elder R, Faherty E, Ferguson I, Fishman R, Ghazizadeh Z, Glick L, Hall E, Khera R, Kokkinidis D, Kwan J, O'Marr J, Schussheim A, Tuohy E, Wang Y, Spatz E, Jacoby D, Miller E. Short-Term Outcomes After Myopericarditis Related to COVID-19 Vaccination. JACC Cardiovascular Imaging 2022, 15: 2002-2005. PMID: 36357140, PMCID: PMC9094612, DOI: 10.1016/j.jcmg.2022.03.026.Peer-Reviewed Case Reports and Technical Notes
2021
A phenomapping-derived tool to personalize the selection of anatomical vs. functional testing in evaluating chest pain (ASSIST)
Oikonomou EK, Van Dijk D, Parise H, Suchard MA, de Lemos J, Antoniades C, Velazquez EJ, Miller EJ, Khera R. A phenomapping-derived tool to personalize the selection of anatomical vs. functional testing in evaluating chest pain (ASSIST). European Heart Journal 2021, 42: 2536-2548. PMID: 33881513, PMCID: PMC8488385, DOI: 10.1093/eurheartj/ehab223.Peer-Reviewed Original ResearchConceptsStable chest painChest painPrimary endpointMajor adverse cardiovascular eventsNon-fatal myocardial infarctionAdverse cardiovascular eventsStudy's primary endpointCoronary artery diseaseClinical trial populationsCox regression modelParticipant-level dataSCOT-HEARTCardiovascular eventsCause mortalityHazard ratioPatients 5Artery diseaseFunctional testingPROMISE trialTrial populationMyocardial infarctionLower incidenceStudy populationPainCollected variables