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 analysis
2014
Preclinical Left Ventricular Diastolic Dysfunction in Metabolic Syndrome
Ayalon N, Gopal DM, Mooney DM, Simonetti JS, Grossman JR, Dwivedi A, Donohue C, Perez AJ, Downing J, Gokce N, Miller EJ, Liang CS, Apovian CM, Colucci WS, Ho JE. Preclinical Left Ventricular Diastolic Dysfunction in Metabolic Syndrome. The American Journal Of Cardiology 2014, 114: 838-842. PMID: 25084691, PMCID: PMC4162746, DOI: 10.1016/j.amjcard.2014.06.013.Peer-Reviewed Original ResearchConceptsHigher LA diameterLV diastolic dysfunctionVentricular diastolic dysfunctionDiastolic dysfunctionMetabolic syndromeLV massLA diameterLV hypertrophyYounger ageEarly risk factor modificationHigher left atrial diameterLeft ventricular diastolic dysfunctionAntihypertensive medication useLeft atrial diameterRisk factor modificationGender-adjusted analysesHigher LV massBody mass indexTissue Doppler imagingAtrial diameterDiastolic functionBlood pressureMedication useMass indexFactor modification