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
2020
Association Between Depressive Symptoms and Incident Cardiovascular Diseases
Harshfield EL, Pennells L, Schwartz JE, Willeit P, Kaptoge S, Bell S, Shaffer JA, Bolton T, Spackman S, Wassertheil-Smoller S, Kee F, Amouyel P, Shea SJ, Kuller LH, Kauhanen J, van Zutphen EM, Blazer DG, Krumholz H, Nietert PJ, Kromhout D, Laughlin G, Berkman L, Wallace RB, Simons LA, Dennison EM, Barr ELM, Meyer HE, Wood AM, Danesh J, Di Angelantonio E, Davidson KW. Association Between Depressive Symptoms and Incident Cardiovascular Diseases. JAMA 2020, 324: 2396-2405. PMID: 33320224, PMCID: PMC7739139, DOI: 10.1001/jama.2020.23068.Peer-Reviewed Original ResearchConceptsCoronary heart diseaseHazard ratioStroke eventsCardiovascular diseaseCorresponding incidence ratesDepressive symptomsHigher depression scoresCHD eventsCVD eventsCVD incidencePooled analysisIncidence rateDepression scoresNonfatal coronary heart diseasePatient Health Questionnaire-2Epidemiological Studies Depression ScaleIncident cardiovascular diseasePHQ-2 scoreAdditional risk factorsBaseline depressive symptomsSelf-reported depressive symptomsCES-D scoresEmerging Risk Factors CollaborationIndividual participant dataUK Biobank