Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry
Richard Ríos, Robert J.H. Miller, Nipun Manral, Tali Sharir, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J. Sinusas, Edward J. Miller, Timothy M. Bateman, Sharmila Dorbala, Marcelo F. Di Carli, Serge D. Van Kriekinge, Paul Kavanagh, Tejas Parekh, Joanna X. Liang, Damini Dey, Daniel S. Berman, Piotr J. Slomka
Topics & Concepts
MaceMissing dataImputation (statistics)Categorical variableReceiver operating characteristicRegressionMedicineRegression analysisLinear regressionStatisticsMathematicsInternal medicineConventional PCIMyocardial infarctionAcute Myocardial Infarction ResearchArtificial Intelligence in Healthcare and EducationSepsis Diagnosis and Treatment