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
Design and Rationale of Gulf locals with Acute Coronary Syndrome Events (Gulf Coast) Registry
Zubaid M, Thani KB, Rashed W, Alsheikh-Ali A, Alrawahi N, Ridha M, Akbar M, Alenezi F, Alhamdan R, Almahmeed W, Ouda H, Al-Mulla A, Baslaib F, Shehab A, Alnuaimi A, Amin H, Krumholz HM, . Design and Rationale of Gulf locals with Acute Coronary Syndrome Events (Gulf Coast) Registry. The Open Cardiovascular Medicine Journal 2014, 8: 88-93. PMID: 25328551, PMCID: PMC4197526, DOI: 10.2174/1874192401408010088.Peer-Reviewed Original ResearchAcute coronary syndromeST-segment elevation myocardial infarctionElevation myocardial infarctionMyocardial infarctionRisk profileBundle branch block myocardial infarctionDiagnosis of ACSSegment elevation myocardial infarctionCardiovascular risk profileGulf COAST registryHistory of hypertensionOne-year outcomesPast medical historyEvent registryHigh-risk profileActive smokingHospital presentationCoronary syndromePatient demographicsUnstable anginaDischarge diagnosisMean ageTherapeutic managementPhysical findingsMedical history