Machine learning integration of circulating and imaging biomarkers for explainable patient-specific prediction of cardiac events: A prospective study
Balaji Tamarappoo, Andrew Lin, Frédéric Commandeur, Priscilla McElhinney, Sebastien Cadet, Markus Goeller, Aryabod Razipour, Xi Chen, Heidi Gransar, Stephanie Cantu, Robert J.H. Miller, Stephan Achenbach, John D. Friedman, Sean W. Hayes, Louise Thomson, Nathan D. Wong, Alan Rozanski, Piotr J. Slomka, Daniel S. Berman, Damini Dey
Topics & Concepts
MedicineBiomarkerProspective cohort studyInternal medicineAsymptomaticReceiver operating characteristicCoronary Calcium ScoreCardiologyMyocardial infarctionDiabetes mellitusHazard ratioCoronary artery diseaseCoronary artery calciumConfidence intervalEndocrinologyBiochemistryChemistryCardiovascular Disease and AdiposityAdipokines, Inflammation, and Metabolic DiseasesIL-33, ST2, and ILC Pathways