Age, sex and race bias in automated arrhythmia detectors
Erick Andres Perez Alday, Ali Bahrami Rad, Matthew A. Reyna, Nadi Sadr, Annie Gu, Qiao Li, Mircea Dumitru, Joel Xue, Dave Albert, Reza Sameni, Gari D. Clifford
Topics & Concepts
Receiver operating characteristicArtificial intelligenceComputer scienceTest setTest (biology)StatisticsMachine learningMedicineMathematicsPaleontologyBiologyECG Monitoring and AnalysisCardiac electrophysiology and arrhythmiasPhonocardiography and Auscultation Techniques