Litcius/Paper detail

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

2022Computers in Biology and Medicine40 citationsDOIOpen Access PDF

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