Mitigating bias in deep learning for diagnosis of coronary artery disease from myocardial perfusion SPECT images
Robert J.H. Miller, Ananya Singh, Yuka Otaki, Balaji Tamarappoo, Paul Kavanagh, Tejas Parekh, Lien-Hsin Hu, Heidi Gransar, 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, Joanna X. Liang, Damini Dey, Daniel S. Berman, Piotr J. Slomka
Topics & Concepts
Coronary artery diseaseMedicineBrier scoreReceiver operating characteristicCADMyocardial perfusion imagingArea under the curveCalibrationPopulationInternal medicineSupine positionRadiologyCardiologyArtificial intelligenceNuclear medicineStatisticsComputer scienceMathematicsEnvironmental healthEngineering drawingEngineeringCardiac Imaging and DiagnosticsCoronary Interventions and DiagnosticsCardiovascular Function and Risk Factors